Triple

T2574328
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Chemical Materials Activity E57739 entity
Predicate hasAbbreviation P43 FINISHED
Object CMA
CMA is a U.S. Army organization responsible for the safe storage, handling, and disposal of the nation's chemical weapons stockpile and related materials.
 E278853 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: CMA | Statement: [U.S. Army Chemical Materials Activity, hasAbbreviation, CMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CMA
Context triple: [U.S. Army Chemical Materials Activity, hasAbbreviation, CMA]
  • A. CMA
    CMA is the acronym commonly used for the Common Monetary Area, a monetary union linking several Southern African countries through a shared currency framework.
  • B. CPA
    The CPA is an organization that connects and supports national, state, provincial, and territorial parliaments and legislators across the Commonwealth to promote democratic governance and parliamentary best practices.
  • C. CPA
    CPA is the stock ticker symbol for Copa Airlines, a major Panamanian airline known for its extensive network across the Americas.
  • D. CPA
    CPA is the ICAO airline designator used to identify Cathay Pacific Airways in international aviation operations.
  • E. CMI
    CMI is the three-letter IATA airport code for University of Illinois Willard Airport, serving the Champaign–Urbana area in Illinois, USA.
  • 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: CMA
Triple: [U.S. Army Chemical Materials Activity, hasAbbreviation, CMA]
Generated description
CMA is a U.S. Army organization responsible for the safe storage, handling, and disposal of the nation's chemical weapons stockpile and related materials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CMA
Target entity description: CMA is a U.S. Army organization responsible for the safe storage, handling, and disposal of the nation's chemical weapons stockpile and related materials.
  • A. CMA
    CMA is the acronym commonly used for the Common Monetary Area, a monetary union linking several Southern African countries through a shared currency framework.
  • B. CPA
    CPA is the stock ticker symbol for Copa Airlines, a major Panamanian airline known for its extensive network across the Americas.
  • C. CPA
    The CPA is an organization that connects and supports national, state, provincial, and territorial parliaments and legislators across the Commonwealth to promote democratic governance and parliamentary best practices.
  • D. CPA
    CPA is the ICAO airline designator used to identify Cathay Pacific Airways in international aviation operations.
  • E. CMI
    CMI is the three-letter IATA airport code for University of Illinois Willard Airport, serving the Champaign–Urbana area in Illinois, USA.
  • 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_69ab4a51410081908501dcf8bad9adc4 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd38792288190a39420cab126bf03 completed March 7, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69af657413908190a03b9dd8dc40b2e4 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af67cbaf388190b5bb447af2a8e941 completed March 10, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69af682b38d08190bba53245e813f044 completed March 10, 2026, 12:39 a.m.
Created at: March 6, 2026, 9:48 p.m.