Triple

T4532266
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Materiel Command E106323 entity
Predicate abbreviation P43 FINISHED
Object AMC
AMC is the U.S. Army Materiel Command, the major Army command responsible for developing, supplying, maintaining, and managing the Army’s equipment and logistics worldwide.
 E450621 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: AMC | Statement: [U.S. Army Materiel Command, abbreviation, AMC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AMC
Context triple: [U.S. Army Materiel Command, abbreviation, AMC]
  • A. AMC
    AMC is an American cable television network known for acclaimed original series such as "Mad Men," "Breaking Bad," and "The Walking Dead."
  • B. AMC
    AMC is a renowned veterinary hospital and research center in New York City that provides advanced medical care for companion animals.
  • C. AMC
    AMC is a regional healthcare provider known as Adirondack Medical Center, serving communities in the Adirondack region of New York State.
  • D. AMC
    AMC refers to Allied Military Currency, special banknotes issued by Allied forces during and after World War II for use in occupied and liberated territories.
  • E. AMC Networks
    AMC Networks is an American entertainment company and cable television broadcaster best known for operating channels like AMC, IFC, and SundanceTV and producing acclaimed original series.
  • 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: AMC
Triple: [U.S. Army Materiel Command, abbreviation, AMC]
Generated description
AMC is the U.S. Army Materiel Command, the major Army command responsible for developing, supplying, maintaining, and managing the Army’s equipment and logistics worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AMC
Target entity description: AMC is the U.S. Army Materiel Command, the major Army command responsible for developing, supplying, maintaining, and managing the Army’s equipment and logistics worldwide.
  • A. AMC
    AMC is an American cable television network known for acclaimed original series such as "Mad Men," "Breaking Bad," and "The Walking Dead."
  • B. AMC
    AMC refers to Allied Military Currency, special banknotes issued by Allied forces during and after World War II for use in occupied and liberated territories.
  • C. AMC
    AMC is a renowned veterinary hospital and research center in New York City that provides advanced medical care for companion animals.
  • D. AMC
    AMC is a regional healthcare provider known as Adirondack Medical Center, serving communities in the Adirondack region of New York State.
  • E. AMC Networks
    AMC Networks is an American entertainment company and cable television broadcaster best known for operating channels like AMC, IFC, and SundanceTV and producing acclaimed original series.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd579f27ac8190ae9a4252109e56e1 completed March 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdace3a81c8190963ea65fa3df23c0 completed March 20, 2026, 8:24 p.m.
NEDg Description generation batch_69bdad6a522c8190a490347d3fe623e8 completed March 20, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_69bdadd612a48190b088fe6ac894dbb5 completed March 20, 2026, 8:28 p.m.
Created at: March 20, 2026, 1:03 p.m.