Triple

T1780929
Position Surface form Disambiguated ID Type / Status
Subject Zbigniew Brzezinski E39287 entity
Predicate child P120 FINISHED
Object Ian Brzezinski
Ian Brzezinski is an American foreign policy and defense expert who has held senior roles in U.S. government and at prominent think tanks, particularly on NATO and European security issues.
 E201759 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: Ian Brzezinski | Statement: [Zbigniew Brzezinski, child, Ian Brzezinski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ian Brzezinski
Context triple: [Zbigniew Brzezinski, child, Ian Brzezinski]
  • A. 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.
  • B. 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.
  • C. John Rauch
    John Rauch was an American football coach best known for leading the Oakland Raiders to Super Bowl II and for his successful tenure in the American Football League.
  • D. Ken Ledeen
    Ken Ledeen is a technology entrepreneur and author best known for co-writing influential works on digital technology and its societal impact.
  • E. Newt Geiszler
    Newt Geiszler is a quirky, hyper-intelligent kaiju-obsessed scientist and former PPDC researcher in the Pacific Rim film series.
  • 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: Ian Brzezinski
Triple: [Zbigniew Brzezinski, child, Ian Brzezinski]
Generated description
Ian Brzezinski is an American foreign policy and defense expert who has held senior roles in U.S. government and at prominent think tanks, particularly on NATO and European security issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ian Brzezinski
Target entity description: Ian Brzezinski is an American foreign policy and defense expert who has held senior roles in U.S. government and at prominent think tanks, particularly on NATO and European security issues.
  • A. 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.
  • B. 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.
  • C. John Rauch
    John Rauch was an American football coach best known for leading the Oakland Raiders to Super Bowl II and for his successful tenure in the American Football League.
  • D. Ken Ledeen
    Ken Ledeen is a technology entrepreneur and author best known for co-writing influential works on digital technology and its societal impact.
  • E. Newt Geiszler
    Newt Geiszler is a quirky, hyper-intelligent kaiju-obsessed scientist and former PPDC researcher in the Pacific Rim film series.
  • 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_69a88630519c8190a17addd83c4a3ef4 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa64e22d6881909ba6ec120b320918 completed March 6, 2026, 5:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5cbefec8190940cf2a4f692394e completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb8b3c0a48190bf5f3a32d8862c54 completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb97b8c8081909a806d16efd5882b completed March 8, 2026, 6:01 p.m.
Created at: March 4, 2026, 7:31 p.m.