Triple

T14595195
Position Surface form Disambiguated ID Type / Status
Subject 3rd Maintenance Battalion E342540 entity
Predicate hasComponent P35 FINISHED
Object Engineer Maintenance Company
Engineer Maintenance Company is a specialized unit within the U.S. Marine Corps’ 3rd Maintenance Battalion responsible for providing maintenance and repair support for engineering equipment and related systems.
E1108043 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: Engineer Maintenance Company | Statement: [3rd Maintenance Battalion, hasComponent, Engineer Maintenance Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Engineer Maintenance Company
Context triple: [3rd Maintenance Battalion, hasComponent, Engineer Maintenance Company]
  • A. M-E Engineers, Inc.
    M-E Engineers, Inc. is a mechanical and electrical engineering consulting firm known for providing building systems design services for major facilities, including sports venues like Coors Field.
  • B. Central Power Engineering Service
    The Central Power Engineering Service is a specialized technical cadre in India responsible for managing and overseeing power engineering and related infrastructure within the government sector.
  • C. Clinton Engineer Works
    Clinton Engineer Works was a massive World War II-era industrial complex in Oak Ridge, Tennessee, built as part of the Manhattan Project to produce fissile material for the first atomic bombs.
  • D. Central Engineering Services
    Central Engineering Services is a prestigious cadre of government engineers in India responsible for planning, designing, and maintaining key public infrastructure and technical projects across various ministries and departments.
  • E. Bureau of Maintenance
    The Bureau of Maintenance is a division of the Alabama Department of Transportation responsible for the upkeep and repair of the state’s transportation infrastructure, including highways and related facilities.
  • 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: Engineer Maintenance Company
Triple: [3rd Maintenance Battalion, hasComponent, Engineer Maintenance Company]
Generated description
Engineer Maintenance Company is a specialized unit within the U.S. Marine Corps’ 3rd Maintenance Battalion responsible for providing maintenance and repair support for engineering equipment and related systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Engineer Maintenance Company
Target entity description: Engineer Maintenance Company is a specialized unit within the U.S. Marine Corps’ 3rd Maintenance Battalion responsible for providing maintenance and repair support for engineering equipment and related systems.
  • A. M-E Engineers, Inc.
    M-E Engineers, Inc. is a mechanical and electrical engineering consulting firm known for providing building systems design services for major facilities, including sports venues like Coors Field.
  • B. Central Power Engineering Service
    The Central Power Engineering Service is a specialized technical cadre in India responsible for managing and overseeing power engineering and related infrastructure within the government sector.
  • C. Clinton Engineer Works
    Clinton Engineer Works was a massive World War II-era industrial complex in Oak Ridge, Tennessee, built as part of the Manhattan Project to produce fissile material for the first atomic bombs.
  • D. Central Engineering Services
    Central Engineering Services is a prestigious cadre of government engineers in India responsible for planning, designing, and maintaining key public infrastructure and technical projects across various ministries and departments.
  • E. Bureau of Maintenance
    The Bureau of Maintenance is a division of the Alabama Department of Transportation responsible for the upkeep and repair of the state’s transportation infrastructure, including highways and related facilities.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb43581348190b5362251c3a89654 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c81e608190848c290defcd84ac completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd971a0f088190bf03708dcb64fc89 completed May 8, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd97f447488190958e79d776e2ed47 completed May 8, 2026, 7:59 a.m.
Created at: April 10, 2026, 1:25 a.m.