Triple

T11015159
Position Surface form Disambiguated ID Type / Status
Subject Romo E260344 entity
Predicate hasNotableBearer P458 FINISHED
Object David Romo
David Romo is a relatively obscure individual whose name is shared with several public figures, including athletes and professionals, but who is not widely recognized in a single, clearly defined public role.
 E908300 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: David Romo | Statement: [Romo, hasNotableBearer, David Romo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Romo
Context triple: [Romo, hasNotableBearer, David Romo]
  • A. Greg Giraldo
    Greg Giraldo was an American stand-up comedian and television personality known for his sharp, acerbic wit and frequent appearances on Comedy Central roasts and panel shows.
  • B. Daniel Lugo
    Daniel Lugo is the ambitious, bodybuilding ringleader of the criminal scheme at the center of the dark comedy crime film "Pain & Gain."
  • C. Matthew Saldivar
    Matthew Saldivar is an American stage actor best known for his work in Broadway musicals and plays.
  • D. David Garza
    David Garza is an American musician, songwriter, and record producer known for his eclectic solo work and collaborations with artists such as Fiona Apple.
  • E. Chris Espinosa
    Chris Espinosa is a longtime Apple engineer and one of the company’s earliest employees, known for his significant contributions to the original Macintosh and subsequent Apple software projects.
  • 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: David Romo
Triple: [Romo, hasNotableBearer, David Romo]
Generated description
David Romo is a relatively obscure individual whose name is shared with several public figures, including athletes and professionals, but who is not widely recognized in a single, clearly defined public role.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Romo
Target entity description: David Romo is a relatively obscure individual whose name is shared with several public figures, including athletes and professionals, but who is not widely recognized in a single, clearly defined public role.
  • A. Greg Giraldo
    Greg Giraldo was an American stand-up comedian and television personality known for his sharp, acerbic wit and frequent appearances on Comedy Central roasts and panel shows.
  • B. Daniel Lugo
    Daniel Lugo is the ambitious, bodybuilding ringleader of the criminal scheme at the center of the dark comedy crime film "Pain & Gain."
  • C. Matthew Saldivar
    Matthew Saldivar is an American stage actor best known for his work in Broadway musicals and plays.
  • D. David Garza
    David Garza is an American musician, songwriter, and record producer known for his eclectic solo work and collaborations with artists such as Fiona Apple.
  • E. Chris Espinosa
    Chris Espinosa is a longtime Apple engineer and one of the company’s earliest employees, known for his significant contributions to the original Macintosh and subsequent Apple software projects.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797a558a08190bdb5779faa9adf05 completed April 9, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69e462a02ad4819092a2e0be89343a7e completed April 19, 2026, 5:05 a.m.
NEDg Description generation batch_69e46c3448348190b2c062d21771066d completed April 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69e46dadbc5c8190b41279a05731dc95 completed April 19, 2026, 5:52 a.m.
Created at: April 8, 2026, 9:25 p.m.