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.