Triple

T16515901
Position Surface form Disambiguated ID Type / Status
Subject Birmingham Iron E401182 entity
Predicate notableQuarterback P304 FINISHED
Object Luis Perez
Luis Perez is an American football quarterback known for his standout play in alternative professional leagues such as the AAF, XFL, and USFL.
E1350376 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: Luis Perez | Statement: [Birmingham Iron, notableQuarterback, Luis Perez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luis Perez
Context triple: [Birmingham Iron, notableQuarterback, Luis Perez]
  • A. Luis Lopez
    Luis Lopez is a film producer best known for his work on the acclaimed video game documentary "The King of Kong: A Fistful of Quarters."
  • B. Rafael Pérez
    Rafael Pérez is a former Los Angeles Police Department officer whose central role in exposing widespread corruption and misconduct made him a key figure in the Rampart scandal.
  • C. Javier Suarez
    Javier Suarez is the charismatic Cuban dance partner and love interest in the romantic dance film "Dirty Dancing: Havana Nights."
  • D. Luis Ochoa
    Luis Ochoa is a relatively obscure individual whose specific public notability is not clearly established from the given information.
  • E. Luis Sanchez
    Luis Sanchez was an early modern printer and publisher active in Spain, known for producing significant scholarly and theological works.
  • 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: Luis Perez
Triple: [Birmingham Iron, notableQuarterback, Luis Perez]
Generated description
Luis Perez is an American football quarterback known for his standout play in alternative professional leagues such as the AAF, XFL, and USFL.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luis Perez
Target entity description: Luis Perez is an American football quarterback known for his standout play in alternative professional leagues such as the AAF, XFL, and USFL.
  • A. Luis Lopez
    Luis Lopez is a film producer best known for his work on the acclaimed video game documentary "The King of Kong: A Fistful of Quarters."
  • B. Rafael Pérez
    Rafael Pérez is a former Los Angeles Police Department officer whose central role in exposing widespread corruption and misconduct made him a key figure in the Rampart scandal.
  • C. Javier Suarez
    Javier Suarez is the charismatic Cuban dance partner and love interest in the romantic dance film "Dirty Dancing: Havana Nights."
  • D. Luis Ochoa
    Luis Ochoa is a relatively obscure individual whose specific public notability is not clearly established from the given information.
  • E. Luis Sanchez
    Luis Sanchez was an early modern printer and publisher active in Spain, known for producing significant scholarly and theological works.
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e7bbfa481909037148cdb4d8996 completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fa3e4f4819098f1f7bc1f50f985 completed May 14, 2026, 10:10 a.m.
NEDg Description generation batch_6a05a17e171481908488cb40da91808b completed May 14, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_6a05a1f3b8908190b8295a25fff9daba completed May 14, 2026, 10:20 a.m.
Created at: April 10, 2026, 5:14 a.m.