Triple
T18276246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lilian Thuram |
E437742
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Marcus Thuram
Marcus Thuram is a French professional footballer, known as a versatile forward who has played in Europe’s top leagues and represented France at major international tournaments.
|
E1315181
|
NE FINISHED |
How this triple was built (4 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: Marcus Thuram | Statement: [Lilian Thuram, child, Marcus Thuram]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcus Thuram Context triple: [Lilian Thuram, child, Marcus Thuram]
-
A.
Samuel Umtiti
Samuel Umtiti is a French professional footballer and World Cup–winning central defender known for his time with FC Barcelona and the French national team.
-
B.
Serge Aurier
Serge Aurier is an Ivorian professional footballer, primarily a right-back, known for his powerful athleticism and spells at clubs such as Paris Saint-Germain, Tottenham Hotspur, and Villarreal, as well as his long-standing role with the Ivory Coast national team.
-
C.
Romain Saïss
Romain Saïss is a Moroccan professional footballer, primarily a defender, known for his leadership for both club and country and for helping Morocco reach the 2022 FIFA World Cup semi-finals.
-
D.
Yoann Gourcuff
Yoann Gourcuff is a French former professional footballer, primarily an attacking midfielder, known for his playmaking ability and spells at clubs such as AC Milan, Bordeaux, and Olympique Lyonnais, as well as for representing France at international level.
-
E.
Blaise Matuidi
Blaise Matuidi is a French former professional footballer and World Cup winner known for his dynamic, hard-working midfield play for clubs such as Paris Saint-Germain and Juventus as well as the French national team.
- 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: Marcus Thuram Triple: [Lilian Thuram, child, Marcus Thuram]
Generated description
Marcus Thuram is a French professional footballer, known as a versatile forward who has played in Europe’s top leagues and represented France at major international tournaments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcus Thuram Target entity description: Marcus Thuram is a French professional footballer, known as a versatile forward who has played in Europe’s top leagues and represented France at major international tournaments.
-
A.
Samuel Umtiti
Samuel Umtiti is a French professional footballer and World Cup–winning central defender known for his time with FC Barcelona and the French national team.
-
B.
Serge Aurier
Serge Aurier is an Ivorian professional footballer, primarily a right-back, known for his powerful athleticism and spells at clubs such as Paris Saint-Germain, Tottenham Hotspur, and Villarreal, as well as his long-standing role with the Ivory Coast national team.
-
C.
Romain Saïss
Romain Saïss is a Moroccan professional footballer, primarily a defender, known for his leadership for both club and country and for helping Morocco reach the 2022 FIFA World Cup semi-finals.
-
D.
Yoann Gourcuff
Yoann Gourcuff is a French former professional footballer, primarily an attacking midfielder, known for his playmaking ability and spells at clubs such as AC Milan, Bordeaux, and Olympique Lyonnais, as well as for representing France at international level.
-
E.
Blaise Matuidi
Blaise Matuidi is a French former professional footballer and World Cup winner known for his dynamic, hard-working midfield play for clubs such as Paris Saint-Germain and Juventus as well as the French national team.
- F. None of above. chosen
Provenance (5 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_69d8b914530c8190b4474d862a2b2a1b |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50051bccc8190832eacdb6945d6b7 |
completed | April 19, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03b3fdff648190a738adf86d8d470b |
completed | May 12, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_6a03b4bb6ae48190a68c2a3314f0d3ba |
completed | May 12, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03b56958a0819088613a9726c71819 |
completed | May 12, 2026, 11:19 p.m. |
Created at: April 10, 2026, 10:34 a.m.