Triple

T510292
Position Surface form Disambiguated ID Type / Status
Subject United States Ambassador to the United Nations (Cabinet-level) E10591 entity
Predicate officeHeldBy P537 FINISHED
Object John Bolton
John Bolton is an American diplomat, lawyer, and conservative foreign policy hawk who served in senior U.S. national security roles, including as National Security Advisor under President Donald Trump.
 E65435 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: John Bolton | Statement: [United States Ambassador to the United Nations (Cabinet-level), officeHeldBy, John Bolton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Bolton
Context triple: [United States Ambassador to the United Nations (Cabinet-level), officeHeldBy, John Bolton]
  • 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. Brent Scowcroft
    Brent Scowcroft was a prominent American national security advisor and retired Air Force lieutenant general who served under multiple U.S. presidents and was highly influential in shaping late 20th-century U.S. foreign policy.
  • C. William J. Casey
    William J. Casey was an American lawyer, intelligence officer, and politician who served as Director of Central Intelligence under President Ronald Reagan, playing a key role in shaping U.S. Cold War intelligence strategy.
  • D. Henry A. Kissinger
    Henry A. Kissinger was a German-born American diplomat and political scientist who served as U.S. National Security Advisor and Secretary of State, playing a central role in shaping Cold War foreign policy and détente.
  • E. Rex Tillerson
    Rex Tillerson is an American engineer and businessman who served as chairman and CEO of ExxonMobil before becoming the 69th United States Secretary of State under President Donald Trump.
  • 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: John Bolton
Triple: [United States Ambassador to the United Nations (Cabinet-level), officeHeldBy, John Bolton]
Generated description
John Bolton is an American diplomat, lawyer, and conservative foreign policy hawk who served in senior U.S. national security roles, including as National Security Advisor under President Donald Trump.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Bolton
Target entity description: John Bolton is an American diplomat, lawyer, and conservative foreign policy hawk who served in senior U.S. national security roles, including as National Security Advisor under President Donald Trump.
  • 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. Brent Scowcroft
    Brent Scowcroft was a prominent American national security advisor and retired Air Force lieutenant general who served under multiple U.S. presidents and was highly influential in shaping late 20th-century U.S. foreign policy.
  • C. William J. Casey
    William J. Casey was an American lawyer, intelligence officer, and politician who served as Director of Central Intelligence under President Ronald Reagan, playing a key role in shaping U.S. Cold War intelligence strategy.
  • D. Henry A. Kissinger
    Henry A. Kissinger was a German-born American diplomat and political scientist who served as U.S. National Security Advisor and Secretary of State, playing a central role in shaping Cold War foreign policy and détente.
  • E. Rex Tillerson
    Rex Tillerson is an American engineer and businessman who served as chairman and CEO of ExxonMobil before becoming the 69th United States Secretary of State under President Donald Trump.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f164a9d48190b525a97b5c06ffe2 completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab1bc2e48190b15d777af2a76a1a completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4aee8b2ac81908d21ca622bbcec93 completed March 1, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69a4af37dd3c8190879d0371a3846e0d completed March 1, 2026, 9:27 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.