Triple

T12409837
Position Surface form Disambiguated ID Type / Status
Subject Pueblo Chemical Agent-Destruction Pilot Plant E296485 entity
Predicate subjectOf P38 FINISHED
Object U.S. Army public affairs releases
U.S. Army public affairs releases are official communications that provide news, updates, and information to the public and media about Army programs, operations, and facilities such as the Pueblo Chemical Agent-Destruction Pilot Plant.
E982544 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: U.S. Army public affairs releases | Statement: [Pueblo Chemical Agent-Destruction Pilot Plant, subjectOf, U.S. Army public affairs releases]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army public affairs releases
Context triple: [Pueblo Chemical Agent-Destruction Pilot Plant, subjectOf, U.S. Army public affairs releases]
  • A. U.S. Army Reserve public affairs
    U.S. Army Reserve public affairs is the communications and media relations function responsible for informing the public and internal audiences about the missions, activities, and soldiers of the U.S. Army Reserve.
  • B. US Army Center of Military History publications
    The US Army Center of Military History publications are official, scholarly works produced by the U.S. Army that document and analyze the service’s role, operations, and campaigns throughout military history, including in the Middle East during World War II.
  • C. United States Army Inspector General’s Office
    The United States Army Inspector General’s Office is the oversight body within the U.S. Army responsible for investigating complaints, ensuring compliance with regulations, and promoting efficiency, discipline, and readiness across the service.
  • D. U.S. Army casualty assistance officer program
    The U.S. Army casualty assistance officer program is a formal system that assigns trained officers to personally support and guide the families of fallen or injured soldiers through notification, benefits, and ongoing assistance.
  • E. United States Department of the Army
    The United States Department of the Army is the federal executive department-level organization responsible for overseeing, administering, and supporting the United States Army as a branch of the U.S. Armed 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: U.S. Army public affairs releases
Triple: [Pueblo Chemical Agent-Destruction Pilot Plant, subjectOf, U.S. Army public affairs releases]
Generated description
U.S. Army public affairs releases are official communications that provide news, updates, and information to the public and media about Army programs, operations, and facilities such as the Pueblo Chemical Agent-Destruction Pilot Plant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army public affairs releases
Target entity description: U.S. Army public affairs releases are official communications that provide news, updates, and information to the public and media about Army programs, operations, and facilities such as the Pueblo Chemical Agent-Destruction Pilot Plant.
  • A. U.S. Army Reserve public affairs
    U.S. Army Reserve public affairs is the communications and media relations function responsible for informing the public and internal audiences about the missions, activities, and soldiers of the U.S. Army Reserve.
  • B. US Army Center of Military History publications
    The US Army Center of Military History publications are official, scholarly works produced by the U.S. Army that document and analyze the service’s role, operations, and campaigns throughout military history, including in the Middle East during World War II.
  • C. United States Army Inspector General’s Office
    The United States Army Inspector General’s Office is the oversight body within the U.S. Army responsible for investigating complaints, ensuring compliance with regulations, and promoting efficiency, discipline, and readiness across the service.
  • D. U.S. Army casualty assistance officer program
    The U.S. Army casualty assistance officer program is a formal system that assigns trained officers to personally support and guide the families of fallen or injured soldiers through notification, benefits, and ongoing assistance.
  • E. United States Department of the Army
    The United States Department of the Army is the federal executive department-level organization responsible for overseeing, administering, and supporting the United States Army as a branch of the U.S. Armed 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d4b86c88190afba0de15b34eee9 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6348af5a8819083a075d145b15fd4 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f638cbb6dc8190a80ffe3430337855 completed May 2, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69f6397a3458819095b94ae7f9d5f106 completed May 2, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:55 p.m.