Triple

T6713958
Position Surface form Disambiguated ID Type / Status
Subject No. 14 Squadron RAF E153215 entity
Predicate equipmentRole P9899 FINISHED
Object ISR (intelligence, surveillance and reconnaissance)
ISR (intelligence, surveillance and reconnaissance) refers to the integrated collection, processing, and dissemination of information from various sensors and sources to support military decision-making and operations.
E613582 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: ISR (intelligence, surveillance and reconnaissance) | Statement: [No. 14 Squadron RAF, equipmentRole, ISR (intelligence, surveillance and reconnaissance)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISR (intelligence, surveillance and reconnaissance)
Context triple: [No. 14 Squadron RAF, equipmentRole, ISR (intelligence, surveillance and reconnaissance)]
  • A. Intelligence, Surveillance, Target Acquisition and Reconnaissance Force
    The Intelligence, Surveillance, Target Acquisition and Reconnaissance Force is a specialized military formation responsible for gathering, analyzing, and providing battlefield intelligence to support operational decision-making and targeting.
  • B. C4ISR systems
    C4ISR systems are integrated military command-and-control solutions that combine communications, computing, intelligence, surveillance, and reconnaissance capabilities to enhance situational awareness and decision-making on the battlefield.
  • C. British Army Intelligence, Surveillance and Reconnaissance capability
    The British Army Intelligence, Surveillance and Reconnaissance capability is the integrated force responsible for collecting, analyzing, and disseminating battlefield information to support military decision-making and operations.
  • D. United States Air Force intelligence, surveillance, and reconnaissance enterprise
    The United States Air Force intelligence, surveillance, and reconnaissance enterprise is the integrated network of units, platforms, and systems that collect, process, and analyze information to support military decision-making and operations worldwide.
  • E. IRS-1C
    IRS-1C is an Indian remote sensing satellite in the IRS series used primarily for Earth observation and resource monitoring.
  • 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: ISR (intelligence, surveillance and reconnaissance)
Triple: [No. 14 Squadron RAF, equipmentRole, ISR (intelligence, surveillance and reconnaissance)]
Generated description
ISR (intelligence, surveillance and reconnaissance) refers to the integrated collection, processing, and dissemination of information from various sensors and sources to support military decision-making and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISR (intelligence, surveillance and reconnaissance)
Target entity description: ISR (intelligence, surveillance and reconnaissance) refers to the integrated collection, processing, and dissemination of information from various sensors and sources to support military decision-making and operations.
  • A. Intelligence, Surveillance, Target Acquisition and Reconnaissance Force
    The Intelligence, Surveillance, Target Acquisition and Reconnaissance Force is a specialized military formation responsible for gathering, analyzing, and providing battlefield intelligence to support operational decision-making and targeting.
  • B. C4ISR systems
    C4ISR systems are integrated military command-and-control solutions that combine communications, computing, intelligence, surveillance, and reconnaissance capabilities to enhance situational awareness and decision-making on the battlefield.
  • C. British Army Intelligence, Surveillance and Reconnaissance capability
    The British Army Intelligence, Surveillance and Reconnaissance capability is the integrated force responsible for collecting, analyzing, and disseminating battlefield information to support military decision-making and operations.
  • D. United States Air Force intelligence, surveillance, and reconnaissance enterprise
    The United States Air Force intelligence, surveillance, and reconnaissance enterprise is the integrated network of units, platforms, and systems that collect, process, and analyze information to support military decision-making and operations worldwide.
  • E. IRS-1C
    IRS-1C is an Indian remote sensing satellite in the IRS series used primarily for Earth observation and resource monitoring.
  • 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d122d6cc81909bde0c94fb95f016 completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c700948788819087f9b466be337286 completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c703ad7e0c81908da32c96806f3b07 completed March 27, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69c7042f23408190b06faafcb3251276 completed March 27, 2026, 10:26 p.m.
Created at: March 27, 2026, 2:07 p.m.