Triple

T5747575
Position Surface form Disambiguated ID Type / Status
Subject Kahn E126770 entity
Predicate hasNotableBearer P458 FINISHED
Object Herman Kahn
Herman Kahn was an American military strategist and futurist best known for his work on nuclear strategy and for founding the Hudson Institute.
E544237 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: Herman Kahn | Statement: [Kahn, hasNotableBearer, Herman Kahn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herman Kahn
Context triple: [Kahn, hasNotableBearer, Herman Kahn]
  • A. Ken Ledeen
    Ken Ledeen is a technology entrepreneur and author best known for co-writing influential works on digital technology and its societal impact.
  • B. Paul Nitze
    Paul Nitze was a prominent American diplomat and defense strategist who played a key role in shaping U.S. Cold War military and nuclear policy.
  • C. Ronald Howard
    Ronald Howard was a British actor and writer best known for his film and television work in the mid-20th century, including portraying Sherlock Holmes in a 1954 TV series.
  • D. Andrew W. Marshall
    Andrew W. Marshall was a long-serving and influential U.S. defense strategist renowned for shaping Pentagon long-term military planning and competitive strategy during the late 20th and early 21st centuries.
  • E. Eugene V. Rostow
    Eugene V. Rostow was an American legal scholar, Yale Law School dean, and influential Cold War policymaker who served as U.S. Under Secretary of State for Political Affairs.
  • 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: Herman Kahn
Triple: [Kahn, hasNotableBearer, Herman Kahn]
Generated description
Herman Kahn was an American military strategist and futurist best known for his work on nuclear strategy and for founding the Hudson Institute.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herman Kahn
Target entity description: Herman Kahn was an American military strategist and futurist best known for his work on nuclear strategy and for founding the Hudson Institute.
  • A. Ken Ledeen
    Ken Ledeen is a technology entrepreneur and author best known for co-writing influential works on digital technology and its societal impact.
  • B. Paul Nitze
    Paul Nitze was a prominent American diplomat and defense strategist who played a key role in shaping U.S. Cold War military and nuclear policy.
  • C. Ronald Howard
    Ronald Howard was a British actor and writer best known for his film and television work in the mid-20th century, including portraying Sherlock Holmes in a 1954 TV series.
  • D. Andrew W. Marshall
    Andrew W. Marshall was a long-serving and influential U.S. defense strategist renowned for shaping Pentagon long-term military planning and competitive strategy during the late 20th and early 21st centuries.
  • E. Eugene V. Rostow
    Eugene V. Rostow was an American legal scholar, Yale Law School dean, and influential Cold War policymaker who served as U.S. Under Secretary of State for Political Affairs.
  • 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02885b0288190835809681a364b1f completed March 22, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e30fe98819096ad6e09fbd463b5 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08d5a3fbc8190bd0a0862ad6ae66d completed March 23, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c08dc4d12c8190a7a245d583ef08d4 completed March 23, 2026, 12:48 a.m.
Created at: March 22, 2026, 3:48 p.m.