Triple

T204051
Position Surface form Disambiguated ID Type / Status
Subject The American Empire Project E4570 entity
Predicate hasContributor P4244 FINISHED
Object Michael Klare
Michael Klare is an American scholar and author known for his work on peace and world security studies, particularly focusing on resource conflicts, U.S. foreign policy, and militarism.
E28266 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: Michael Klare | Statement: [The American Empire Project, hasContributor, Michael Klare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Klare
Context triple: [The American Empire Project, hasContributor, Michael Klare]
  • A. Chalmers Johnson
    Chalmers Johnson was an American political scientist and author best known for his influential critiques of U.S. foreign policy and imperial overreach, particularly in works like "Blowback."
  • B. Tom Engelhardt
    Tom Engelhardt is an American editor, essayist, and critic best known for founding and running the political commentary site TomDispatch, where he writes extensively on U.S. foreign policy, militarism, and empire.
  • C. Alfred W. McCoy
    Alfred W. McCoy is an American historian and author known for his influential work on U.S. foreign policy, empire, and the global drug trade.
  • D. Stephen Kinzer
    Stephen Kinzer is an American author and former New York Times foreign correspondent known for his books on U.S. foreign policy, regime change, and the history of American intervention abroad.
  • E. Edward S. Herman
    Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
  • 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: Michael Klare
Triple: [The American Empire Project, hasContributor, Michael Klare]
Generated description
Michael Klare is an American scholar and author known for his work on peace and world security studies, particularly focusing on resource conflicts, U.S. foreign policy, and militarism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Klare
Target entity description: Michael Klare is an American scholar and author known for his work on peace and world security studies, particularly focusing on resource conflicts, U.S. foreign policy, and militarism.
  • A. Chalmers Johnson
    Chalmers Johnson was an American political scientist and author best known for his influential critiques of U.S. foreign policy and imperial overreach, particularly in works like "Blowback."
  • B. Tom Engelhardt
    Tom Engelhardt is an American editor, essayist, and critic best known for founding and running the political commentary site TomDispatch, where he writes extensively on U.S. foreign policy, militarism, and empire.
  • C. Alfred W. McCoy
    Alfred W. McCoy is an American historian and author known for his influential work on U.S. foreign policy, empire, and the global drug trade.
  • D. Stephen Kinzer
    Stephen Kinzer is an American author and former New York Times foreign correspondent known for his books on U.S. foreign policy, regime change, and the history of American intervention abroad.
  • E. Edward S. Herman
    Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
  • 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25be898ec8190b5e752a1d3b6f466 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34d935eb48190a6f327ae77917d2c completed Feb. 28, 2026, 8:18 p.m.
NEDg Description generation batch_69a34e06b8488190b361506c261baab6 completed Feb. 28, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_69a34e63883c81908aa5d8d907c37720 completed Feb. 28, 2026, 8:21 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.