Triple

T1706595
Position Surface form Disambiguated ID Type / Status
Subject Reagan Doctrine E36884 entity
Predicate significantPerson P643 FINISHED
Object Elliott Abrams
Elliott Abrams is an American diplomat and foreign policy official known for his prominent role in shaping U.S. interventionist policies in Latin America during the Reagan administration and later serving in senior national security positions under subsequent Republican presidents.
E197837 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: Elliott Abrams | Statement: [Reagan Doctrine, significantPerson, Elliott Abrams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elliott Abrams
Context triple: [Reagan Doctrine, significantPerson, Elliott Abrams]
  • A. Christopher Nourse
    Christopher Nourse is a British arts administrator and producer known for his leadership roles in major dance and performing arts organizations.
  • B. Dennis Ross
    Dennis Ross is an American diplomat and Middle East peace negotiator who played a key role in U.S. efforts to broker Arab-Israeli agreements in the 1990s and early 2000s.
  • C. 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.
  • D. Peter Kornbluh
    Peter Kornbluh is an American historian and investigative journalist known for his work on U.S. foreign policy and declassified government documents, particularly regarding Latin America.
  • E. Sandy Berger
    Sandy Berger was an American political consultant and lawyer who served as U.S. National Security Advisor under President Bill Clinton.
  • 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: Elliott Abrams
Triple: [Reagan Doctrine, significantPerson, Elliott Abrams]
Generated description
Elliott Abrams is an American diplomat and foreign policy official known for his prominent role in shaping U.S. interventionist policies in Latin America during the Reagan administration and later serving in senior national security positions under subsequent Republican presidents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elliott Abrams
Target entity description: Elliott Abrams is an American diplomat and foreign policy official known for his prominent role in shaping U.S. interventionist policies in Latin America during the Reagan administration and later serving in senior national security positions under subsequent Republican presidents.
  • A. Christopher Nourse
    Christopher Nourse is a British arts administrator and producer known for his leadership roles in major dance and performing arts organizations.
  • B. Dennis Ross
    Dennis Ross is an American diplomat and Middle East peace negotiator who played a key role in U.S. efforts to broker Arab-Israeli agreements in the 1990s and early 2000s.
  • C. 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.
  • D. Peter Kornbluh
    Peter Kornbluh is an American historian and investigative journalist known for his work on U.S. foreign policy and declassified government documents, particularly regarding Latin America.
  • E. Sandy Berger
    Sandy Berger was an American political consultant and lawyer who served as U.S. National Security Advisor under President Bill Clinton.
  • 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62f52ea48190a176eb499f946301 completed March 6, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada97a55948190b4c58503d53132f0 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab1fb6881908e0711ae1b69e2e5 completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaea486d0819097357d881b70d114 completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:30 p.m.