Triple

T21941739
Position Surface form Disambiguated ID Type / Status
Subject PEO M&S E541838 entity
Predicate stakeholder P1553 FINISHED
Object U.S. Army Futures Command NE NERFINISHED

How this triple was built (2 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 Futures Command | Statement: [PEO M&S, stakeholder, U.S. Army Futures Command]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Futures Command
Context triple: [PEO M&S, stakeholder, U.S. Army Futures Command]
  • A. U.S. Army Futures Command chosen
    U.S. Army Futures Command is a major Army command responsible for modernizing the force by developing and integrating future concepts, technologies, and capabilities.
  • B. U.S. Army Combat Developments Command
    The U.S. Army Combat Developments Command was a major Army organization responsible for designing, testing, and refining doctrine, equipment, and organizational structures to shape the Army’s future combat capabilities.
  • C. U.S. Army Training and Doctrine Command
    The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
  • D. United States Army Cyber Command
    United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
  • E. U.S. Army Materiel Command
    The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f12422245c8190af128b29e2d9c1fc completed April 28, 2026, 9:18 p.m.
Created at: April 16, 2026, 7:56 p.m.