Triple

T1198018
Position Surface form Disambiguated ID Type / Status
Subject Indian Army E25711 entity
Predicate doctrine P450 FINISHED
Object Cold Start Doctrine (reported)
The Cold Start Doctrine is a reported Indian military strategy that envisions rapid, limited conventional offensives into Pakistani territory to achieve quick objectives before international pressure can halt operations.
E136640 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: Cold Start Doctrine (reported) | Statement: [Indian Army, doctrine, Cold Start Doctrine (reported)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cold Start Doctrine (reported)
Context triple: [Indian Army, doctrine, Cold Start Doctrine (reported)]
  • A. Carter Doctrine
    The Carter Doctrine is a 1980 U.S. foreign policy declaration asserting that the United States would use military force if necessary to defend its interests in the Persian Gulf against external aggression.
  • B. NSC-68
    NSC-68 was a pivotal 1950 U.S. national security policy paper that called for a massive military buildup and global containment strategy against Soviet expansion during the early Cold War.
  • C. National Defense Strategy of the United States
    The National Defense Strategy of the United States is a high-level policy document that outlines the Department of Defense’s priorities, objectives, and approaches for protecting U.S. national security and guiding military planning and resource allocation.
  • D. Reagan Doctrine
    The Reagan Doctrine was a U.S. foreign policy strategy in the 1980s that aimed to roll back Soviet influence by providing support to anti-communist resistance movements around the world.
  • E. Red Flag exercises
    Red Flag exercises are large-scale, realistic air combat training operations conducted by the U.S. Air Force that simulate complex, high-threat combat scenarios for pilots and aircrews.
  • 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: Cold Start Doctrine (reported)
Triple: [Indian Army, doctrine, Cold Start Doctrine (reported)]
Generated description
The Cold Start Doctrine is a reported Indian military strategy that envisions rapid, limited conventional offensives into Pakistani territory to achieve quick objectives before international pressure can halt operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cold Start Doctrine (reported)
Target entity description: The Cold Start Doctrine is a reported Indian military strategy that envisions rapid, limited conventional offensives into Pakistani territory to achieve quick objectives before international pressure can halt operations.
  • A. Carter Doctrine
    The Carter Doctrine is a 1980 U.S. foreign policy declaration asserting that the United States would use military force if necessary to defend its interests in the Persian Gulf against external aggression.
  • B. NSC-68
    NSC-68 was a pivotal 1950 U.S. national security policy paper that called for a massive military buildup and global containment strategy against Soviet expansion during the early Cold War.
  • C. National Defense Strategy of the United States
    The National Defense Strategy of the United States is a high-level policy document that outlines the Department of Defense’s priorities, objectives, and approaches for protecting U.S. national security and guiding military planning and resource allocation.
  • D. Reagan Doctrine
    The Reagan Doctrine was a U.S. foreign policy strategy in the 1980s that aimed to roll back Soviet influence by providing support to anti-communist resistance movements around the world.
  • E. Red Flag exercises
    Red Flag exercises are large-scale, realistic air combat training operations conducted by the U.S. Air Force that simulate complex, high-threat combat scenarios for pilots and aircrews.
  • 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_69a49429f5ec8190a6a205eb0ae81e5e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd9c013c8190822d44d465d60fdb completed March 1, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7658cae8819081da26480926ff83 completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac770141a88190b71552d46fb4d2ad completed March 7, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69ac777a7768819098b9d4dd771a6750 completed March 7, 2026, 7:07 p.m.
Created at: March 1, 2026, 7:46 p.m.