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.