Triple

T7147800
Position Surface form Disambiguated ID Type / Status
Subject Gary Johnson E166612 entity
Predicate runningMate P1793 FINISHED
Object Bill Weld
Bill Weld is an American attorney and politician, best known as the former Republican governor of Massachusetts who later ran for vice president on the Libertarian ticket and challenged Donald Trump in the 2020 Republican presidential primaries.
E645621 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: Bill Weld | Statement: [Gary Johnson, runningMate, Bill Weld]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Weld
Context triple: [Gary Johnson, runningMate, Bill Weld]
  • A. James C. Healey
    James C. Healey was an American lawyer and Democratic politician who served as a U.S. Representative from New York in the mid-20th century.
  • B. Michael Dukakis
    Michael Dukakis is an American politician who served as the governor of Massachusetts and was the Democratic Party’s nominee for president in the 1988 election.
  • C. John O. Pastore Jr.
    John O. Pastore Jr. was an American public figure whose prominence led to his interment at Parklawn Memorial Park.
  • D. Malcolm H. Wiener
    Malcolm H. Wiener is an American philanthropist and former hedge fund manager known for his major contributions to social policy research and Aegean Bronze Age archaeology.
  • E. Joseph W. Martin Jr.
    Joseph W. Martin Jr. was an American Republican politician from Massachusetts who served as Speaker of the U.S. House of Representatives and was a prominent congressional leader in the mid-20th century.
  • 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: Bill Weld
Triple: [Gary Johnson, runningMate, Bill Weld]
Generated description
Bill Weld is an American attorney and politician, best known as the former Republican governor of Massachusetts who later ran for vice president on the Libertarian ticket and challenged Donald Trump in the 2020 Republican presidential primaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Weld
Target entity description: Bill Weld is an American attorney and politician, best known as the former Republican governor of Massachusetts who later ran for vice president on the Libertarian ticket and challenged Donald Trump in the 2020 Republican presidential primaries.
  • A. James C. Healey
    James C. Healey was an American lawyer and Democratic politician who served as a U.S. Representative from New York in the mid-20th century.
  • B. Michael Dukakis
    Michael Dukakis is an American politician who served as the governor of Massachusetts and was the Democratic Party’s nominee for president in the 1988 election.
  • C. John O. Pastore Jr.
    John O. Pastore Jr. was an American public figure whose prominence led to his interment at Parklawn Memorial Park.
  • D. Malcolm H. Wiener
    Malcolm H. Wiener is an American philanthropist and former hedge fund manager known for his major contributions to social policy research and Aegean Bronze Age archaeology.
  • E. Joseph W. Martin Jr.
    Joseph W. Martin Jr. was an American Republican politician from Massachusetts who served as Speaker of the U.S. House of Representatives and was a prominent congressional leader in the mid-20th century.
  • 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_69c68886779c8190a8e3fbabffe68253 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7d6313c8190bdd34e700fc65502 completed March 27, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ada513388190a02a3733bfedf0f7 completed March 28, 2026, 10:29 a.m.
NEDg Description generation batch_69c7ae830c74819091d6d65ac6fba32b completed March 28, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69c7af1133b08190a32dccf82015c19e completed March 28, 2026, 10:36 a.m.
Created at: March 27, 2026, 2:46 p.m.