Triple
T3958280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Headquarters and Service Battalion |
E85833
|
entity |
| Predicate | operatesWithin |
P794
|
FINISHED |
| Object |
Marine Corps Training and Education Command
Marine Corps Training and Education Command is the U.S. Marine Corps organization responsible for developing, coordinating, and overseeing training and professional military education for Marines.
|
E401344
|
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: Marine Corps Training and Education Command | Statement: [Headquarters and Service Battalion, operatesWithin, Marine Corps Training and Education Command]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Corps Training and Education Command Context triple: [Headquarters and Service Battalion, operatesWithin, Marine Corps Training and Education Command]
-
A.
Marine Corps Combat Development Command
Marine Corps Combat Development Command is the U.S. Marine Corps organization responsible for developing doctrine, training, concepts, and capabilities to prepare Marines for future combat operations.
-
B.
Marine Corps Combat Service Support Schools
Marine Corps Combat Service Support Schools is a U.S. Marine Corps training command that provides specialized education and instruction in logistics and combat service support disciplines for Marines.
-
C.
Marine Corps University
Marine Corps University is a professional military education institution of the United States Marine Corps that provides advanced leadership, warfighting, and strategic studies programs for Marines and other military personnel.
-
D.
Marine Corps Warfighting Laboratory
The Marine Corps Warfighting Laboratory is a U.S. Marine Corps organization that experiments with and develops new concepts, technologies, and tactics to enhance future warfighting capabilities.
-
E.
Marine Corps Installations Command
Marine Corps Installations Command is the United States Marine Corps organization responsible for overseeing, managing, and supporting its global network of bases and installations.
- 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: Marine Corps Training and Education Command Triple: [Headquarters and Service Battalion, operatesWithin, Marine Corps Training and Education Command]
Generated description
Marine Corps Training and Education Command is the U.S. Marine Corps organization responsible for developing, coordinating, and overseeing training and professional military education for Marines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marine Corps Training and Education Command Target entity description: Marine Corps Training and Education Command is the U.S. Marine Corps organization responsible for developing, coordinating, and overseeing training and professional military education for Marines.
-
A.
Marine Corps Combat Development Command
Marine Corps Combat Development Command is the U.S. Marine Corps organization responsible for developing doctrine, training, concepts, and capabilities to prepare Marines for future combat operations.
-
B.
Marine Corps Combat Service Support Schools
Marine Corps Combat Service Support Schools is a U.S. Marine Corps training command that provides specialized education and instruction in logistics and combat service support disciplines for Marines.
-
C.
Marine Corps University
Marine Corps University is a professional military education institution of the United States Marine Corps that provides advanced leadership, warfighting, and strategic studies programs for Marines and other military personnel.
-
D.
Marine Corps Warfighting Laboratory
The Marine Corps Warfighting Laboratory is a U.S. Marine Corps organization that experiments with and develops new concepts, technologies, and tactics to enhance future warfighting capabilities.
-
E.
Marine Corps Installations Command
Marine Corps Installations Command is the United States Marine Corps organization responsible for overseeing, managing, and supporting its global network of bases and installations.
- 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_69aed93a96908190bcbdbfa718f155bd |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef95d47a88190a374ea92dd0ab0b8 |
completed | March 9, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b533b1bd1c81909d901ee334cb7b31 |
completed | March 14, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69b53490827481909586fb8031a78b49 |
completed | March 14, 2026, 10:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b53540217c819089b9ae3441805bac |
completed | March 14, 2026, 10:15 a.m. |
Created at: March 9, 2026, 3:31 p.m.