The Invisible Referee: When Labelling Systems Decide What Counts as Football

The screen in the studio lit up with a record. The system had tagged it “football”. I read from top to bottom: a television awards ceremony, a fictional president in a series, an open missing-person case, a reward of more than 1.2 million dollars for information, and a few American actresses. That was all. Not one club. Not one player. Not one match. Not one competition. Not one scoreline, not even a wrong one.

If someone asked me to commentate that record as a football event, I would have to invent. I would assemble a line-up, give it a 4-2-3-1, talk about a high press, about transition speed, about a centre-back slowing down with age. It would sound highly professional. And none of it would be true.

What kept me sitting longer than necessary in front of that screen was not the error. It was where the error would travel next. A wrong label does not create a gap — it creates a fluent lie. That is the fundamental difference between data and people. When a young reporter in Newark in 2026 had no information, he left the line blank. When a system has no information, it still fills in the form.

Every sports report today begins with a label. A record is classified by domain: football, basketball, esports, entertainment. That label is not an administrative matter. It decides which analytical framework gets applied to the record. If the label says “football”, the system runs the tactical framework, the transfer-market framework, the club-governance framework, the injury-risk framework. Each framework has dozens of blanks waiting to be filled.

And that is precisely where the danger lies. A mislabelled record still passes through all those frameworks, still produces conclusions, still reads as smoothly as a professional report. There is only one small detail: there is no football inside it.

Based on my experience following matches across more than five decades, I have come to see that the biggest risk of the data era is not missing information. It is wrong information presented in the tone of right information.

In that record, nine of fourteen data points carried no source. For anyone in this trade, that is a red signal. Not because those nine points are certainly wrong, but because they were never verified. Never verified, yet ready to be quoted.

Take an example from our own pitch.

The 2026 V.League season closed with Hanoi FC on 57 points and Ho Chi Minh City FC on 55. Two points. A margin small enough to fit inside a single set-piece at the 90+4th minute. But if I asked a system to label that season, it would say: “a tense title race”. And that label would drive the entire story afterwards.

What actually happened at Thong Nhat on the night of 2 November was not a race. It was a team dropping, in the final minute, in front of its own stands, something it had been holding in its hands. I still remember the face of Vu Ta Bi in the tunnel that night. He made no mistake. He was simply the one who stayed longest in the dark after the whistle.

The same fact. Two labels. Two entirely different stories. A label does not describe the truth. It selects which truth to tell.

We see this most clearly in possession, the most deceptive metric modern football has produced. A team holds 62 per cent of the ball, plays nearly 500 sideways passes, and finishes the match with two shots on target. The stat sheet calls that “controlling the game”. But if I sit long enough in the stands, I will call it something else: holding the ball without knowing what to do with it.

The same number. Two labels. And the wrong label always reads better.

Then there is injury. This is where I get angry, and I have been angry for years. Nguyen Xuan Son broke a bone in the second leg of a final in Thailand in early 2026. The whole country remembered his name. The whole country waited for his return. That is the human part, and that part is beautiful. But most reports gave that return a single label: “recovered”. As if a bone healing means a player is healed.

I have watched too many comebacks to trust that label. A bone knits in six months. Fear has no treatment protocol. A striker who has been tackled from behind will hesitate two tenths of a second before every challenge — and those two tenths of a second appear on no medical stat sheet. The system still labels him “back”. The body is back. The head is not.

I see the same mechanism in a place few expect: esports. A small patch released overnight can wipe out a playstyle built over months. The pros call it the meta. I call it an invisible referee — someone who holds no whistle, wears no black shirt, yet has the power to change a championship before the match begins. And the striking thing is that the ability to adapt to it is always given a different label: “true quality”.

That is the whole problem. The first label decides every label after it.

But wait. If I stopped here, I would be fooling myself in exactly the way I am criticising. Because the culprit is not the machine.

People label first. And people label with emotion.

I have done it. In 2026, after the final whistle at Thong Nhat, I turned off my phone and sat in the dark for two days. In those two days, I gave the entire season one label: injustice. I did not reopen the league table. I did not count the points my team had dropped in the ten rounds before. I kept only the 90+4th minute, because it was the most painful minute, and because memory always prioritises what hurts most.

Collective memory is a worse labelling system than any algorithm, and it is the only system that is never audited.

The stadium is empty, yet I still hear the stands weeping through memory. And that weeping is not about the score. It is about a label someone stuck on us a long time ago.

Vietnamese fans remember a player going down, remember a free kick on some evening, remember a goal in stoppage time. Very few remember the thirtieth pass in a move that led nowhere. Yet those passes that led nowhere are exactly what decides whether a team is strong or weak. We label the moment “good” and the process “ordinary”. Then we are surprised that the national team runs out of breath in extra time.

Supporters change shirts from era to era, but the chant keeps one single rhythm. And the rhythm of that chant is set mostly by memory, not by any data sheet.

So when a record is labelled “football” while containing no football, I do not see it as the machine's fault alone. I see it as a mirror.

Football gives us a moment, then takes a whole lifetime to regret. Across that lifetime, the hardest thing is not remembering the score correctly. The hardest thing is daring to peel off the old label and read the match again with eyes that were never taught whom to love.

I still keep one habit every Monday morning: I reopen the footage, mute the sound, and ask myself whether I am seeing football, or seeing the label I stuck on it long ago.