Triple

T9508750
Position Surface form Disambiguated ID Type / Status
Subject North Carolina's 5th congressional district E229336 entity
Predicate previousRepresentative P97 FINISHED
Object Ralph H. Bostic
Ralph H. Bostic was a U.S. politician who served as a representative for North Carolina in Congress.
 E804227 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: Ralph H. Bostic | Statement: [North Carolina's 5th congressional district, previousRepresentative, Ralph H. Bostic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ralph H. Bostic
Context triple: [North Carolina's 5th congressional district, previousRepresentative, Ralph H. Bostic]
  • A. James Volcker
    James Volcker is the son of former Federal Reserve Chairman Paul A. Volcker.
  • B. Richard B. Fisher
    Richard B. Fisher was a prominent American financier and philanthropist whose support for the arts led to the naming of the Fisher Center for the Performing Arts in his honor.
  • C. Randal K. Quarles
    Randal K. Quarles is an American lawyer and financial policymaker who served as a member of the Federal Reserve Board of Governors and played a key role in U.S. banking regulation and financial stability oversight.
  • D. Paul A. Volcker
    Paul A. Volcker was an influential American economist and former Federal Reserve Chairman renowned for combating high inflation in the late 1970s and early 1980s.
  • E. Jerome H. Powell
    Jerome H. Powell is an American lawyer and economist who serves as the Chair of the U.S. Federal Reserve, overseeing the nation’s central banking system and monetary policy.
  • 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: Ralph H. Bostic
Triple: [North Carolina's 5th congressional district, previousRepresentative, Ralph H. Bostic]
Generated description
Ralph H. Bostic was a U.S. politician who served as a representative for North Carolina in Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ralph H. Bostic
Target entity description: Ralph H. Bostic was a U.S. politician who served as a representative for North Carolina in Congress.
  • A. James Volcker
    James Volcker is the son of former Federal Reserve Chairman Paul A. Volcker.
  • B. Richard B. Fisher
    Richard B. Fisher was a prominent American financier and philanthropist whose support for the arts led to the naming of the Fisher Center for the Performing Arts in his honor.
  • C. Randal K. Quarles
    Randal K. Quarles is an American lawyer and financial policymaker who served as a member of the Federal Reserve Board of Governors and played a key role in U.S. banking regulation and financial stability oversight.
  • D. Paul A. Volcker
    Paul A. Volcker was an influential American economist and former Federal Reserve Chairman renowned for combating high inflation in the late 1970s and early 1980s.
  • E. Jerome H. Powell
    Jerome H. Powell is an American lawyer and economist who serves as the Chair of the U.S. Federal Reserve, overseeing the nation’s central banking system and monetary policy.
  • 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_69ca847611c48190a28c028644198c75 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9855c5e48190a7d8d39b6d601679 completed April 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a2b34948190826b1f58258a4f54 completed April 4, 2026, 4:19 p.m.
NEDg Description generation batch_69d13bc8ce4081909a58db4014f2748d completed April 4, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69d13c58beb08190ab41485bc7dd9b6d completed April 4, 2026, 4:29 p.m.
Created at: March 30, 2026, 7:58 p.m.