Triple
T12490610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FA Cup 2008–09 with Chelsea |
E298550
|
entity |
| Predicate | chelseaGoalScorerInSemiFinal |
P2695
|
FINISHED |
| Object |
Florent Malouda
Florent Malouda is a retired French professional footballer best known as a dynamic left winger for clubs such as Olympique Lyonnais and Chelsea, as well as the French national team.
|
E1011616
|
NE FINISHED |
How this triple was built (5 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Florent Malouda | Statement: [FA Cup 2008–09 with Chelsea, chelseaGoalScorerInSemiFinal, Florent Malouda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florent Malouda Context triple: [FA Cup 2008–09 with Chelsea, chelseaGoalScorerInSemiFinal, Florent Malouda]
-
A.
Christophe Dugarry
Christophe Dugarry is a retired French footballer and 1998 World Cup winner known for his forward play with clubs such as AC Milan, Barcelona, and the French national team.
-
B.
Nicolas Anelka
Nicolas Anelka is a retired French footballer and former international striker known for his spells at clubs such as Arsenal, Real Madrid, Paris Saint-Germain, and Chelsea.
-
C.
Marc-Vivien Foé
Marc-Vivien Foé was a prominent Cameroonian defensive midfielder who played in top European leagues and tragically died after collapsing during an international match in 2003.
-
D.
Jean-Michel Bony
Jean-Michel Bony is a French mathematician renowned for his contributions to partial differential equations and microlocal analysis.
-
E.
Sylvain Wiltord
Sylvain Wiltord is a retired French professional footballer best known for his time as a forward with Arsenal and the French national team, with whom he won Euro 2000.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Florent Malouda Triple: [FA Cup 2008–09 with Chelsea, chelseaGoalScorerInSemiFinal, Florent Malouda]
Generated description
Florent Malouda is a retired French professional footballer best known as a dynamic left winger for clubs such as Olympique Lyonnais and Chelsea, as well as the French national team.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florent Malouda Target entity description: Florent Malouda is a retired French professional footballer best known as a dynamic left winger for clubs such as Olympique Lyonnais and Chelsea, as well as the French national team.
-
A.
Christophe Dugarry
Christophe Dugarry is a retired French footballer and 1998 World Cup winner known for his forward play with clubs such as AC Milan, Barcelona, and the French national team.
-
B.
Nicolas Anelka
Nicolas Anelka is a retired French footballer and former international striker known for his spells at clubs such as Arsenal, Real Madrid, Paris Saint-Germain, and Chelsea.
-
C.
Marc-Vivien Foé
Marc-Vivien Foé was a prominent Cameroonian defensive midfielder who played in top European leagues and tragically died after collapsing during an international match in 2003.
-
D.
Jean-Michel Bony
Jean-Michel Bony is a French mathematician renowned for his contributions to partial differential equations and microlocal analysis.
-
E.
Sylvain Wiltord
Sylvain Wiltord is a retired French professional footballer best known for his time as a forward with Arsenal and the French national team, with whom he won Euro 2000.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: chelseaGoalScorerInSemiFinal Context triple: [FA Cup 2008–09 with Chelsea, chelseaGoalScorerInSemiFinal, Florent Malouda]
-
A.
reachedUEFAChampionsLeagueSemiFinal
Indicates that an entity (typically a football club) has advanced to and participated in the semi-final stage of the UEFA Champions League competition.
-
B.
reachedFA CupSemiFinal
Indicates that an entity (typically a football club) advanced to and participated in the semi-final round of the FA Cup competition.
-
C.
championsGoalsFor
Indicates that an entity actively supports, advocates for, or works to advance the goals of another entity.
-
D.
penaltyShootoutWinner
Indicates that one competitor or team is the winner of a match decided by a penalty shootout.
-
E.
goalScorer
chosen
Indicates that the subject is the player who scored a particular goal in a game or match.
- F. None of above.
Provenance (6 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6ada377208190a36011199a4d8558 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94e8a706c8190873623eab7db607d |
completed | April 10, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af43f2188190b0e78f22dc6ba3f8 |
completed | May 3, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69f6b0653ef88190ad0e3a48675ecdcc |
completed | May 3, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1a539148190be7a4f16f738ca90 |
completed | May 3, 2026, 2:23 a.m. |
| PD | Predicate disambiguation | batch_69d94d41f3cc8190a3331fb9a895306f |
completed | April 10, 2026, 7:19 p.m. |
Created at: April 8, 2026, 9:56 p.m.