Triple

T191331
Position Surface form Disambiguated ID Type / Status
Subject Rahm Emanuel E3727 entity
Predicate precededBy P97 FINISHED
Object William F. Hagerty IV (as U.S. Ambassador to Japan)
William F. Hagerty IV is an American businessman and politician who served as the U.S. Ambassador to Japan under President Donald Trump before being elected as a U.S. Senator from Tennessee.
 E24070 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: William F. Hagerty IV (as U.S. Ambassador to Japan) | Statement: [Rahm Emanuel, precededBy, William F. Hagerty IV (as U.S. Ambassador to Japan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William F. Hagerty IV (as U.S. Ambassador to Japan)
Context triple: [Rahm Emanuel, precededBy, William F. Hagerty IV (as U.S. Ambassador to Japan)]
  • A. John Negroponte
    John Negroponte is an American diplomat and government official who has served in numerous high-level roles, including U.S. ambassador to the United Nations and Iraq.
  • B. Shinzo Abe (as Minister for Foreign Affairs)
    Shinzo Abe (as Minister for Foreign Affairs) was a Japanese politician who, before becoming Japan’s longest-serving prime minister, briefly held the foreign minister portfolio as part of his rapid rise within the Liberal Democratic Party.
  • C. Denis McDonough
    Denis McDonough is an American political advisor who served as White House Chief of Staff under President Barack Obama.
  • D. Greg Kouri
    Greg Kouri was a Canadian entrepreneur and early investor best known for co-founding Zip2 alongside Elon and Kimbal Musk.
  • E. John V. L. Hogan
    John V. L. Hogan was an American radio engineer and pioneer in early radio technology and broadcasting.
  • 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: William F. Hagerty IV (as U.S. Ambassador to Japan)
Triple: [Rahm Emanuel, precededBy, William F. Hagerty IV (as U.S. Ambassador to Japan)]
Generated description
William F. Hagerty IV is an American businessman and politician who served as the U.S. Ambassador to Japan under President Donald Trump before being elected as a U.S. Senator from Tennessee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William F. Hagerty IV (as U.S. Ambassador to Japan)
Target entity description: William F. Hagerty IV is an American businessman and politician who served as the U.S. Ambassador to Japan under President Donald Trump before being elected as a U.S. Senator from Tennessee.
  • A. John Negroponte
    John Negroponte is an American diplomat and government official who has served in numerous high-level roles, including U.S. ambassador to the United Nations and Iraq.
  • B. Shinzo Abe (as Minister for Foreign Affairs)
    Shinzo Abe (as Minister for Foreign Affairs) was a Japanese politician who, before becoming Japan’s longest-serving prime minister, briefly held the foreign minister portfolio as part of his rapid rise within the Liberal Democratic Party.
  • C. Denis McDonough
    Denis McDonough is an American political advisor who served as White House Chief of Staff under President Barack Obama.
  • D. Greg Kouri
    Greg Kouri was a Canadian entrepreneur and early investor best known for co-founding Zip2 alongside Elon and Kimbal Musk.
  • E. John V. L. Hogan
    John V. L. Hogan was an American radio engineer and pioneer in early radio technology and broadcasting.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a25964fc5c8190bd3e37daaf695ecf completed Feb. 28, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a305e64a9081908f147299826d5ae9 completed Feb. 28, 2026, 3:12 p.m.
NEDg Description generation batch_69a30679b0648190975dcfaf4f9846bf completed Feb. 28, 2026, 3:15 p.m.
NED2 Entity disambiguation (via description) batch_69a306e6ce6c8190a77d42643914b03a completed Feb. 28, 2026, 3:16 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.