Triple

T19304
Position Surface form Disambiguated ID Type / Status
Subject Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century E382 entity
Predicate author P4 FINISHED
Object James G. Blight
James G. Blight is an American historian and scholar of international relations known for his work on U.S. foreign policy, the Cold War, and the prevention of catastrophic conflict.
E29257 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: James G. Blight | Statement: [Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century, author, James G. Blight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James G. Blight
Context triple: [Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century, author, James G. Blight]
  • A. William C. Redfield
    William C. Redfield was an American politician and businessman who became the inaugural U.S. Secretary of Commerce in the early 20th century.
  • B. Joseph E. Sheffield
    Joseph E. Sheffield was a 19th-century American railroad executive and philanthropist whose major donations to Yale University led to the establishment of the Sheffield Scientific School.
  • C. Patrick E. Haggerty
    Patrick E. Haggerty was an American engineer and business executive who played a pivotal role in the early semiconductor industry and the growth of Texas Instruments into a major technology company.
  • D. Harold A. Wheeler
    Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
  • E. William T. Golden
    William T. Golden was an American investment banker and influential science policy advisor who played a key role in shaping post–World War II U.S. science and technology policy.
  • 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: James G. Blight
Triple: [Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century, author, James G. Blight]
Generated description
James G. Blight is an American historian and scholar of international relations known for his work on U.S. foreign policy, the Cold War, and the prevention of catastrophic conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James G. Blight
Target entity description: James G. Blight is an American historian and scholar of international relations known for his work on U.S. foreign policy, the Cold War, and the prevention of catastrophic conflict.
  • A. William C. Redfield
    William C. Redfield was an American politician and businessman who became the inaugural U.S. Secretary of Commerce in the early 20th century.
  • B. Joseph E. Sheffield
    Joseph E. Sheffield was a 19th-century American railroad executive and philanthropist whose major donations to Yale University led to the establishment of the Sheffield Scientific School.
  • C. Patrick E. Haggerty
    Patrick E. Haggerty was an American engineer and business executive who played a pivotal role in the early semiconductor industry and the growth of Texas Instruments into a major technology company.
  • D. Harold A. Wheeler
    Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
  • E. William T. Golden
    William T. Golden was an American investment banker and influential science policy advisor who played a key role in shaping post–World War II U.S. science and technology policy.
  • 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_69a240778d288190815c0052ebbbcc91 completed Feb. 28, 2026, 1:10 a.m.
NER Named-entity recognition batch_69a2465d9038819087f875a5afac9541 completed Feb. 28, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35b5f4ac88190bc12cc7cf7e5a090 completed Feb. 28, 2026, 9:17 p.m.
NEDg Description generation batch_69a35c4fe9d88190be3dcb22c4cc587e completed Feb. 28, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69a35cb4f3488190b4bfc9df7c4dec97 completed Feb. 28, 2026, 9:23 p.m.
Created at: Feb. 28, 2026, 1:14 a.m.