Triple

T2357677
Position Surface form Disambiguated ID Type / Status
Subject California's 13th congressional district E47194 entity
Predicate hasRepresentative P192 FINISHED
Object John Duarte
John Duarte is a Republican politician and businessman serving as the U.S. Representative for California's 13th congressional district.
 E344347 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: John Duarte | Statement: [California's 13th congressional district, hasRepresentative, John Duarte]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Duarte
Context triple: [California's 13th congressional district, hasRepresentative, John Duarte]
  • A. Roger Delgado
    Roger Delgado was a British actor best known for originating the role of the Master, the Doctor’s arch-nemesis, in the classic science fiction series Doctor Who.
  • B. Rodrigo Prieto
    Rodrigo Prieto is a renowned Mexican cinematographer known for his visually distinctive work on major films by directors such as Martin Scorsese and Alejandro G. Iñárritu.
  • C. David Mendoza
    David Mendoza was a composer and conductor active in early 20th-century cinema, known for his work on silent film scores.
  • D. David Arellano
    David Arellano was a Chilean footballer and influential early 20th-century sports figure best known for co-founding and starring for the club Colo-Colo.
  • E. Carlos Lemos
    Carlos Lemos was a Brazilian architect known for his work on prominent modernist projects such as São Paulo’s iconic Copan Building.
  • 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: John Duarte
Triple: [California's 13th congressional district, hasRepresentative, John Duarte]
Generated description
John Duarte is a Republican politician and businessman serving as the U.S. Representative for California's 13th congressional district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Duarte
Target entity description: John Duarte is a Republican politician and businessman serving as the U.S. Representative for California's 13th congressional district.
  • A. Roger Delgado
    Roger Delgado was a British actor best known for originating the role of the Master, the Doctor’s arch-nemesis, in the classic science fiction series Doctor Who.
  • B. Rodrigo Prieto
    Rodrigo Prieto is a renowned Mexican cinematographer known for his visually distinctive work on major films by directors such as Martin Scorsese and Alejandro G. Iñárritu.
  • C. David Mendoza
    David Mendoza was a composer and conductor active in early 20th-century cinema, known for his work on silent film scores.
  • D. David Arellano
    David Arellano was a Chilean footballer and influential early 20th-century sports figure best known for co-founding and starring for the club Colo-Colo.
  • E. Carlos Lemos
    Carlos Lemos was a Brazilian architect known for his work on prominent modernist projects such as São Paulo’s iconic Copan Building.
  • 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_69a88a1a4a6081908645b0f2914521ab completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc71f767481908dfa9be209ea3c5a completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69b2e803e994819085dae09224fae2a3 completed March 12, 2026, 4:21 p.m.
NEDg Description generation batch_69b2e9b82a288190a6c1700e19966de6 completed March 12, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69b2ea0d98ec8190beb74a32f46554bc completed March 12, 2026, 4:30 p.m.
Created at: March 4, 2026, 7:55 p.m.