Triple

T5406103
Position Surface form Disambiguated ID Type / Status
Subject Richard J. Riordan E120895 entity
Predicate succeededBy P78 FINISHED
Object James K. Hahn
James K. Hahn is an American politician and attorney who served as the 40th mayor of Los Angeles from 2001 to 2005.
 E562695 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: James K. Hahn | Statement: [Richard J. Riordan, succeededBy, James K. Hahn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James K. Hahn
Context triple: [Richard J. Riordan, succeededBy, James K. Hahn]
  • A. John R. Koelmel
    John R. Koelmel is an American business executive and civic leader known for his roles in New York’s energy and financial sectors, including top leadership positions in major regional institutions.
  • B. Thomas E. Ackerman
    Thomas E. Ackerman is an American cinematographer known for his work on popular films including the dark comedy-fantasy "Beetlejuice."
  • C. Robert J. Wilke
    Robert J. Wilke was an American character actor best known for his frequent portrayals of villains in Western films and television during the mid-20th century.
  • D. John M. Balch
    John M. Balch was an individual significant enough in local history that the city of Balch Springs, Texas, was named in his honor.
  • E. Edward G. Hochuli
    Edward G. Hochuli is a retired American NFL referee and attorney, widely known for his long tenure in the league and his detailed on-field penalty explanations.
  • 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: James K. Hahn
Triple: [Richard J. Riordan, succeededBy, James K. Hahn]
Generated description
James K. Hahn is an American politician and attorney who served as the 40th mayor of Los Angeles from 2001 to 2005.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James K. Hahn
Target entity description: James K. Hahn is an American politician and attorney who served as the 40th mayor of Los Angeles from 2001 to 2005.
  • A. John R. Koelmel
    John R. Koelmel is an American business executive and civic leader known for his roles in New York’s energy and financial sectors, including top leadership positions in major regional institutions.
  • B. Thomas E. Ackerman
    Thomas E. Ackerman is an American cinematographer known for his work on popular films including the dark comedy-fantasy "Beetlejuice."
  • C. Robert J. Wilke
    Robert J. Wilke was an American character actor best known for his frequent portrayals of villains in Western films and television during the mid-20th century.
  • D. John M. Balch
    John M. Balch was an individual significant enough in local history that the city of Balch Springs, Texas, was named in his honor.
  • E. Edward G. Hochuli
    Edward G. Hochuli is a retired American NFL referee and attorney, widely known for his long tenure in the league and his detailed on-field penalty explanations.
  • 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_69bd46391c0c81909fa484446732b6a3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87924c588190beb4a1be27f8d11b completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c107a4786881908a5fdd26e65e949b completed March 23, 2026, 9:28 a.m.
NEDg Description generation batch_69c1090a7bac8190b5b9e003659b4b34 completed March 23, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_69c10d5102348190a9ec7421b1410a99 completed March 23, 2026, 9:52 a.m.
Created at: March 20, 2026, 2:05 p.m.