Triple

T1323232
Position Surface form Disambiguated ID Type / Status
Subject Michael Klare E28266 entity
Predicate notableWork P4 FINISHED
Object Resource Wars
Resource Wars is a nonfiction book by Michael Klare that analyzes how competition over scarce natural resources drives international conflict and shapes global security.
E152179 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: Resource Wars | Statement: [Michael Klare, notableWork, Resource Wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Resource Wars
Context triple: [Michael Klare, notableWork, Resource Wars]
  • A. Battleground
    "Battleground" is a World War II drama film written by Paul Vogel that follows a besieged American infantry unit during the Battle of the Bulge.
  • B. War of the Cities
    The War of the Cities was a series of reciprocal missile and air attacks on major urban centers during the Iran–Iraq War, marked by extensive civilian casualties and psychological warfare.
  • C. Defiance Campaign
    The Defiance Campaign was a major 1952 mass civil disobedience movement in apartheid-era South Africa, led by the African National Congress and allied organizations, to protest unjust segregation laws through nonviolent resistance.
  • D. Border War
    Border War is a historic college sports rivalry primarily between the University of Missouri and the University of Kansas, spanning multiple sports and rooted in longstanding regional and cultural tensions.
  • E. Battle of the Nations
    The Battle of the Nations was a major 1813 Napoleonic War engagement near Leipzig in which a coalition of European powers decisively defeated Napoleon’s forces.
  • 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: Resource Wars
Triple: [Michael Klare, notableWork, Resource Wars]
Generated description
Resource Wars is a nonfiction book by Michael Klare that analyzes how competition over scarce natural resources drives international conflict and shapes global security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Resource Wars
Target entity description: Resource Wars is a nonfiction book by Michael Klare that analyzes how competition over scarce natural resources drives international conflict and shapes global security.
  • A. Battleground
    "Battleground" is a World War II drama film written by Paul Vogel that follows a besieged American infantry unit during the Battle of the Bulge.
  • B. War of the Cities
    The War of the Cities was a series of reciprocal missile and air attacks on major urban centers during the Iran–Iraq War, marked by extensive civilian casualties and psychological warfare.
  • C. Defiance Campaign
    The Defiance Campaign was a major 1952 mass civil disobedience movement in apartheid-era South Africa, led by the African National Congress and allied organizations, to protest unjust segregation laws through nonviolent resistance.
  • D. Border War
    Border War is a historic college sports rivalry primarily between the University of Missouri and the University of Kansas, spanning multiple sports and rooted in longstanding regional and cultural tensions.
  • E. Battle of the Nations
    The Battle of the Nations was a major 1813 Napoleonic War engagement near Leipzig in which a coalition of European powers decisively defeated Napoleon’s forces.
  • 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_69a498540a2481909e807a762280d3ba completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c19caa148190a1f5be734b7d9005 completed March 1, 2026, 10:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf2e13dc8190902879be5fa69adb completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbf94e6e881908d15b2ef99f17668 completed March 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69acc0b212608190bbb2310402d86ed9 completed March 8, 2026, 12:20 a.m.
Created at: March 1, 2026, 7:55 p.m.