Triple

T17578646
Position Surface form Disambiguated ID Type / Status
Subject Kathleen High School E428138 entity
Predicate hasNotableAlumnus P51 FINISHED
Object Ahmad Black
Ahmad Black is a former American football safety best known for his standout college career at the University of Florida and his time in the NFL with the Tampa Bay Buccaneers.
 E1276691 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: Ahmad Black | Statement: [Kathleen High School, hasNotableAlumnus, Ahmad Black]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ahmad Black
Context triple: [Kathleen High School, hasNotableAlumnus, Ahmad Black]
  • A. Khalil-Bey
    Khalil-Bey was a 19th-century Ottoman diplomat and art collector best known for owning several provocative works, including Gustave Courbet’s erotic painting "The Origin of the World."
  • B. Antwan
    Antwan is the egotistical, money-obsessed CEO and game publisher who serves as the main antagonist in the action-comedy film "Free Guy."
  • C. Malik Yoba
    Malik Yoba is an American actor best known for his roles in television series such as "New York Undercover" and films like "Cool Runnings."
  • D. Rashad
    Rashad is a music producer best known for his work on Logic’s concept album "The Incredible True Story."
  • E. Rashad
    Rashad is a surname most prominently associated with American actress and director Phylicia Rashad.
  • 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: Ahmad Black
Triple: [Kathleen High School, hasNotableAlumnus, Ahmad Black]
Generated description
Ahmad Black is a former American football safety best known for his standout college career at the University of Florida and his time in the NFL with the Tampa Bay Buccaneers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ahmad Black
Target entity description: Ahmad Black is a former American football safety best known for his standout college career at the University of Florida and his time in the NFL with the Tampa Bay Buccaneers.
  • A. Khalil-Bey
    Khalil-Bey was a 19th-century Ottoman diplomat and art collector best known for owning several provocative works, including Gustave Courbet’s erotic painting "The Origin of the World."
  • B. Antwan
    Antwan is the egotistical, money-obsessed CEO and game publisher who serves as the main antagonist in the action-comedy film "Free Guy."
  • C. Malik Yoba
    Malik Yoba is an American actor best known for his roles in television series such as "New York Undercover" and films like "Cool Runnings."
  • D. Rashad
    Rashad is a music producer best known for his work on Logic’s concept album "The Incredible True Story."
  • E. Rashad
    Rashad is a surname most prominently associated with American actress and director Phylicia Rashad.
  • 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_69d889e0385081908a04b66f4dd4bd0d completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e463cb40088190b726f2c026358cf2 completed April 19, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddedc4808190a9652fce605741af completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01df4d2fbc8190b4ef534e988fdfe7 completed May 11, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a01dff9c5708190bbb7df4dc376043e completed May 11, 2026, 1:56 p.m.
Created at: April 10, 2026, 5:50 a.m.