Triple
T183830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chicago Fire FC |
E3935
|
entity |
| Predicate | notablePlayer |
P304
|
FINISHED |
| Object |
DaMarcus Beasley
DaMarcus Beasley is an American former professional soccer player and versatile winger who became one of the most accomplished U.S. internationals, appearing in four FIFA World Cups and enjoying a long club career in MLS and Europe.
|
E23056
|
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: DaMarcus Beasley | Statement: [Chicago Fire FC, notablePlayer, DaMarcus Beasley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DaMarcus Beasley Context triple: [Chicago Fire FC, notablePlayer, DaMarcus Beasley]
-
A.
Tobin Heath
Tobin Heath is an American professional soccer player and two-time FIFA Women’s World Cup champion known for her creative attacking play and long tenure with the U.S. women’s national team.
-
B.
James Barrett
James Barrett was a colonial militia colonel from Concord, Massachusetts, who played a key leadership role in organizing and directing local forces at the outset of the American Revolutionary War.
-
C.
Howard Da Silva
Howard Da Silva was an American character actor and singer known for his work on Broadway and in film, including notable roles in classic musicals and dramas.
-
D.
David Beckham
David Beckham is a former English footballer renowned worldwide for his precise crossing and free-kick ability, his success with club and country, and his status as a global sports icon.
-
E.
Gilbert Arenas
Gilbert Arenas is a former NBA All-Star guard best known for his high-scoring play and clutch performances in the mid-2000s.
- 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: DaMarcus Beasley Triple: [Chicago Fire FC, notablePlayer, DaMarcus Beasley]
Generated description
DaMarcus Beasley is an American former professional soccer player and versatile winger who became one of the most accomplished U.S. internationals, appearing in four FIFA World Cups and enjoying a long club career in MLS and Europe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DaMarcus Beasley Target entity description: DaMarcus Beasley is an American former professional soccer player and versatile winger who became one of the most accomplished U.S. internationals, appearing in four FIFA World Cups and enjoying a long club career in MLS and Europe.
-
A.
Tobin Heath
Tobin Heath is an American professional soccer player and two-time FIFA Women’s World Cup champion known for her creative attacking play and long tenure with the U.S. women’s national team.
-
B.
James Barrett
James Barrett was a colonial militia colonel from Concord, Massachusetts, who played a key leadership role in organizing and directing local forces at the outset of the American Revolutionary War.
-
C.
Howard Da Silva
Howard Da Silva was an American character actor and singer known for his work on Broadway and in film, including notable roles in classic musicals and dramas.
-
D.
David Beckham
David Beckham is a former English footballer renowned worldwide for his precise crossing and free-kick ability, his success with club and country, and his status as a global sports icon.
-
E.
Gilbert Arenas
Gilbert Arenas is a former NBA All-Star guard best known for his high-scoring play and clutch performances in the mid-2000s.
- 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_69a25497e2f08190a040f8c6e1842643 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25926be9c8190a4cfce66f57589d1 |
completed | Feb. 28, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2fa7e41c88190bf15f5223d215ab8 |
completed | Feb. 28, 2026, 2:23 p.m. |
| NEDg | Description generation | batch_69a2fb08e6bc81908d6067dcc9c9ffc9 |
completed | Feb. 28, 2026, 2:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2fb66d9188190b8de873fdb523f8f |
completed | Feb. 28, 2026, 2:27 p.m. |
Created at: Feb. 28, 2026, 2:40 a.m.