Triple

T16993240
Position Surface form Disambiguated ID Type / Status
Subject Full Force E412245 entity
Predicate hasMember P10 FINISHED
Object Paul Anthony George
Paul Anthony George is a member of the R&B and hip hop group Full Force, known for their work as performers, songwriters, and producers in the 1980s and 1990s.
 E1244014 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: Paul Anthony George | Statement: [Full Force, hasMember, Paul Anthony George]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Anthony George
Context triple: [Full Force, hasMember, Paul Anthony George]
  • A. Hal Bynum
    Hal Bynum was an American country music songwriter best known for penning narrative-driven hits for artists like Kenny Rogers and Johnny Cash.
  • B. Torrance Jabar Holt
    Torrance Jabar Holt is a former American NFL wide receiver, best known for his prolific career with the St. Louis Rams as part of the "Greatest Show on Turf."
  • C. Darius Scott
    Darius Scott is a songwriter best known for co-writing the acclaimed R&B/soul track "Hard Place."
  • D. Adonis Johnson
    Adonis Johnson is a fictional professional boxer and the son of Apollo Creed, serving as the central protagonist in the later films of the Rocky/Creed franchise.
  • E. Phil Jordan
    Phil Jordan is a musician best known as a former member of the American rock band No Doubt.
  • 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: Paul Anthony George
Triple: [Full Force, hasMember, Paul Anthony George]
Generated description
Paul Anthony George is a member of the R&B and hip hop group Full Force, known for their work as performers, songwriters, and producers in the 1980s and 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Anthony George
Target entity description: Paul Anthony George is a member of the R&B and hip hop group Full Force, known for their work as performers, songwriters, and producers in the 1980s and 1990s.
  • A. Hal Bynum
    Hal Bynum was an American country music songwriter best known for penning narrative-driven hits for artists like Kenny Rogers and Johnny Cash.
  • B. Torrance Jabar Holt
    Torrance Jabar Holt is a former American NFL wide receiver, best known for his prolific career with the St. Louis Rams as part of the "Greatest Show on Turf."
  • C. Darius Scott
    Darius Scott is a songwriter best known for co-writing the acclaimed R&B/soul track "Hard Place."
  • D. Adonis Johnson
    Adonis Johnson is a fictional professional boxer and the son of Apollo Creed, serving as the central protagonist in the later films of the Rocky/Creed franchise.
  • E. Phil Jordan
    Phil Jordan is a musician best known as a former member of the American rock band No Doubt.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d28535788190bdfcb6201a9024b5 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc16fbdc819095411a056b9942c3 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a00dc96a9588190b020fd7fd1deee2b completed May 10, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0114e04e00819093805024f8417fad completed May 10, 2026, 11:29 p.m.
Created at: April 10, 2026, 5:32 a.m.