Triple

T241784
Position Surface form Disambiguated ID Type / Status
Subject Hillary Clinton 2016 presidential campaign E4945 entity
Predicate primaryOpponent P437 FINISHED
Object Martin O’Malley
Martin O’Malley is an American Democratic politician and former governor of Maryland who ran for his party’s presidential nomination in 2016.
 E32666 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: Martin O’Malley | Statement: [Hillary Clinton 2016 presidential campaign, primaryOpponent, Martin O’Malley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin O’Malley
Context triple: [Hillary Clinton 2016 presidential campaign, primaryOpponent, Martin O’Malley]
  • A. Deval Patrick
    Deval Patrick is an American politician, lawyer, and former two-term Democratic governor of Massachusetts who was the state's first African American governor.
  • B. Benjamin A. Smith II
    Benjamin A. Smith II was a Massachusetts politician and close friend of the Kennedy family who briefly served in the U.S. Senate before being succeeded by Edward M. Kennedy.
  • C. Pat Quinn
    Pat Quinn was a highly respected Canadian NHL coach and executive known for leading multiple teams to deep playoff runs and coaching Team Canada to international success.
  • D. John E. Sununu
    John E. Sununu is an American politician and engineer who served as a U.S. Representative and later as a U.S. Senator from New Hampshire.
  • E. John H. Sununu
    John H. Sununu is an American engineer and Republican politician best known for serving as governor of New Hampshire and White House Chief of Staff under President George H. W. Bush.
  • 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: Martin O’Malley
Triple: [Hillary Clinton 2016 presidential campaign, primaryOpponent, Martin O’Malley]
Generated description
Martin O’Malley is an American Democratic politician and former governor of Maryland who ran for his party’s presidential nomination in 2016.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin O’Malley
Target entity description: Martin O’Malley is an American Democratic politician and former governor of Maryland who ran for his party’s presidential nomination in 2016.
  • A. Deval Patrick
    Deval Patrick is an American politician, lawyer, and former two-term Democratic governor of Massachusetts who was the state's first African American governor.
  • B. Benjamin A. Smith II
    Benjamin A. Smith II was a Massachusetts politician and close friend of the Kennedy family who briefly served in the U.S. Senate before being succeeded by Edward M. Kennedy.
  • C. Pat Quinn
    Pat Quinn was a highly respected Canadian NHL coach and executive known for leading multiple teams to deep playoff runs and coaching Team Canada to international success.
  • D. John E. Sununu
    John E. Sununu is an American politician and engineer who served as a U.S. Representative and later as a U.S. Senator from New Hampshire.
  • E. John H. Sununu
    John H. Sununu is an American engineer and Republican politician best known for serving as governor of New Hampshire and White House Chief of Staff under President George H. W. Bush.
  • 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25cee6f208190b996be4faa700910 completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3765be530819088d680acc6a26a4a completed Feb. 28, 2026, 11:12 p.m.
NEDg Description generation batch_69a376cfa62c8190967fd7477e8440ab completed Feb. 28, 2026, 11:14 p.m.
NED2 Entity disambiguation (via description) batch_69a3772b8a848190b5367ba2e64c6a43 completed Feb. 28, 2026, 11:15 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.