Triple

T3899008
Position Surface form Disambiguated ID Type / Status
Subject Air Force Research Laboratory E90439 entity
Predicate notableProject P4 FINISHED
Object High Energy Laser research programs
High Energy Laser research programs are U.S. Air Force initiatives focused on developing and testing directed-energy laser systems for applications such as missile defense, aircraft protection, and precision engagement.
E397557 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: High Energy Laser research programs | Statement: [Air Force Research Laboratory, notableProject, High Energy Laser research programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: High Energy Laser research programs
Context triple: [Air Force Research Laboratory, notableProject, High Energy Laser research programs]
  • A. Laser and Plasma Research Institute
    The Laser and Plasma Research Institute is a specialized research center focused on advanced studies and applications of laser and plasma technologies.
  • B. Hypersonic Technology Vehicle programs
    The Hypersonic Technology Vehicle programs are DARPA-led experimental efforts to develop and test unmanned, ultra–high-speed glide vehicles capable of long-range flight within the atmosphere at hypersonic velocities.
  • C. Ground-based Midcourse Defense system
    The Ground-based Midcourse Defense system is a U.S. missile defense network designed to detect, track, and intercept long-range ballistic missiles in space during their midcourse phase.
  • D. Laser Induced Breakdown Spectroscope
    Laser Induced Breakdown Spectroscope is a scientific instrument that analyzes the elemental composition of materials by focusing a high-energy laser to create a plasma and studying the emitted light spectrum.
  • E. Peacekeeper missile program
    The Peacekeeper missile program was a U.S. Air Force initiative to develop and deploy the LGM-118 Peacekeeper, an advanced intercontinental ballistic missile designed for multiple independently targetable reentry vehicles (MIRVs) during the late Cold War.
  • 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: High Energy Laser research programs
Triple: [Air Force Research Laboratory, notableProject, High Energy Laser research programs]
Generated description
High Energy Laser research programs are U.S. Air Force initiatives focused on developing and testing directed-energy laser systems for applications such as missile defense, aircraft protection, and precision engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: High Energy Laser research programs
Target entity description: High Energy Laser research programs are U.S. Air Force initiatives focused on developing and testing directed-energy laser systems for applications such as missile defense, aircraft protection, and precision engagement.
  • A. Laser and Plasma Research Institute
    The Laser and Plasma Research Institute is a specialized research center focused on advanced studies and applications of laser and plasma technologies.
  • B. Hypersonic Technology Vehicle programs
    The Hypersonic Technology Vehicle programs are DARPA-led experimental efforts to develop and test unmanned, ultra–high-speed glide vehicles capable of long-range flight within the atmosphere at hypersonic velocities.
  • C. Ground-based Midcourse Defense system
    The Ground-based Midcourse Defense system is a U.S. missile defense network designed to detect, track, and intercept long-range ballistic missiles in space during their midcourse phase.
  • D. Laser Induced Breakdown Spectroscope
    Laser Induced Breakdown Spectroscope is a scientific instrument that analyzes the elemental composition of materials by focusing a high-energy laser to create a plasma and studying the emitted light spectrum.
  • E. Peacekeeper missile program
    The Peacekeeper missile program was a U.S. Air Force initiative to develop and deploy the LGM-118 Peacekeeper, an advanced intercontinental ballistic missile designed for multiple independently targetable reentry vehicles (MIRVs) during the late Cold War.
  • 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_69aed95d315881908cbf1bf4a7215fbf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecefa3608190a7a20ed6df6a64b2 completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51ca477a081908b7e6d2701833413 completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51dc74d6c819082d1cf4c8a5d3aba completed March 14, 2026, 8:35 a.m.
NED2 Entity disambiguation (via description) batch_69b51e27ce588190a9aa93f2fd063fad completed March 14, 2026, 8:36 a.m.
Created at: March 9, 2026, 3:21 p.m.