Triple
T1904966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberia national football team |
E37779
|
entity |
| Predicate | hasFamousPlayer |
P9730
|
FINISHED |
| Object |
James Debbah
James Debbah is a former Liberian professional footballer and forward who captained the national team and played for several European clubs, including Paris Saint-Germain and AS Monaco.
|
E212728
|
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: James Debbah | Statement: [Liberia national football team, hasFamousPlayer, James Debbah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Debbah Context triple: [Liberia national football team, hasFamousPlayer, James Debbah]
-
A.
Ken Heintzelman
Ken Heintzelman was a left-handed Major League Baseball pitcher who played primarily for the Pittsburgh Pirates and Philadelphia Phillies in the 1930s–1950s.
-
B.
Karim Khalili
Karim Khalili is an Afghan politician and former vice president who served as a prominent Hazara leader and key figure in the anti-Taliban resistance.
-
C.
Wilson Bigaud
Wilson Bigaud was a prominent Haitian painter known for his vivid, narrative murals and contributions to Haitian art, including major works in Port-au-Prince’s Holy Trinity Cathedral.
-
D.
Wolfram Burgard
Wolfram Burgard is a German computer scientist and roboticist known for his influential work in probabilistic robotics, autonomous navigation, and artificial intelligence.
-
E.
George Coulouris
George Coulouris was a British actor best known for his character roles in classic films and stage productions, including his memorable appearance in Orson Welles’s Citizen Kane.
- 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: James Debbah Triple: [Liberia national football team, hasFamousPlayer, James Debbah]
Generated description
James Debbah is a former Liberian professional footballer and forward who captained the national team and played for several European clubs, including Paris Saint-Germain and AS Monaco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Debbah Target entity description: James Debbah is a former Liberian professional footballer and forward who captained the national team and played for several European clubs, including Paris Saint-Germain and AS Monaco.
-
A.
Ken Heintzelman
Ken Heintzelman was a left-handed Major League Baseball pitcher who played primarily for the Pittsburgh Pirates and Philadelphia Phillies in the 1930s–1950s.
-
B.
Karim Khalili
Karim Khalili is an Afghan politician and former vice president who served as a prominent Hazara leader and key figure in the anti-Taliban resistance.
-
C.
Wilson Bigaud
Wilson Bigaud was a prominent Haitian painter known for his vivid, narrative murals and contributions to Haitian art, including major works in Port-au-Prince’s Holy Trinity Cathedral.
-
D.
Wolfram Burgard
Wolfram Burgard is a German computer scientist and roboticist known for his influential work in probabilistic robotics, autonomous navigation, and artificial intelligence.
-
E.
George Coulouris
George Coulouris was a British actor best known for his character roles in classic films and stage productions, including his memorable appearance in Orson Welles’s Citizen Kane.
- 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_69a8861be7148190a680937ec451a304 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb7c376208190bbf28504f1aac881 |
completed | March 7, 2026, 5:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaf944c881908c5cb54bd27d6fa9 |
completed | March 8, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69adeb8b3d2c8190b13c03ce944f436a |
completed | March 8, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adec123cc481908e55dfbe4f4da095 |
completed | March 8, 2026, 9:37 p.m. |
Created at: March 4, 2026, 7:35 p.m.