Triple
T3446357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2nd Battalion, 7th Marines |
E72686
|
entity |
| Predicate | subunit |
P35
|
FINISHED |
| Object |
Headquarters and Service Company, 2nd Battalion, 7th Marines
Headquarters and Service Company, 2nd Battalion, 7th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing administrative, logistical, communications, and other essential services to enable the battalion’s combat operations.
|
E358949
|
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: Headquarters and Service Company, 2nd Battalion, 7th Marines | Statement: [2nd Battalion, 7th Marines, subunit, Headquarters and Service Company, 2nd Battalion, 7th Marines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Headquarters and Service Company, 2nd Battalion, 7th Marines Context triple: [2nd Battalion, 7th Marines, subunit, Headquarters and Service Company, 2nd Battalion, 7th Marines]
-
A.
Headquarters and Service Company, 2nd Battalion, 5th Marines
Headquarters and Service Company, 2nd Battalion, 5th Marines is the command and support element of the 2/5 Marine infantry battalion, providing leadership, administration, logistics, and specialized services to the unit.
-
B.
Headquarters and Service Company, 1st Battalion, 7th Marines
Headquarters and Service Company, 1st Battalion, 7th Marines is the command and support element of the 1/7 Marine infantry battalion, providing leadership, administration, logistics, and specialized services to its subordinate combat companies.
-
C.
Headquarters Company, 7th Marines
Headquarters Company, 7th Marines is the command and support element of the 7th Marine Regiment, providing leadership, administration, and essential services to the regiment’s subordinate units.
-
D.
Headquarters and Service Company, 8th Marines
Headquarters and Service Company, 8th Marines is the command and support element of the 8th Marine Regiment, providing administrative, logistical, and operational support to its subordinate units.
-
E.
Weapons Company, 2nd Battalion, 5th Marines
Weapons Company, 2nd Battalion, 5th Marines is a specialized heavy weapons and fire support company within the 2nd Battalion of the 5th Marine Regiment of the United States Marine Corps.
- 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: Headquarters and Service Company, 2nd Battalion, 7th Marines Triple: [2nd Battalion, 7th Marines, subunit, Headquarters and Service Company, 2nd Battalion, 7th Marines]
Generated description
Headquarters and Service Company, 2nd Battalion, 7th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing administrative, logistical, communications, and other essential services to enable the battalion’s combat operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Headquarters and Service Company, 2nd Battalion, 7th Marines Target entity description: Headquarters and Service Company, 2nd Battalion, 7th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing administrative, logistical, communications, and other essential services to enable the battalion’s combat operations.
-
A.
Headquarters and Service Company, 2nd Battalion, 5th Marines
Headquarters and Service Company, 2nd Battalion, 5th Marines is the command and support element of the 2/5 Marine infantry battalion, providing leadership, administration, logistics, and specialized services to the unit.
-
B.
Headquarters and Service Company, 1st Battalion, 7th Marines
Headquarters and Service Company, 1st Battalion, 7th Marines is the command and support element of the 1/7 Marine infantry battalion, providing leadership, administration, logistics, and specialized services to its subordinate combat companies.
-
C.
Headquarters Company, 7th Marines
Headquarters Company, 7th Marines is the command and support element of the 7th Marine Regiment, providing leadership, administration, and essential services to the regiment’s subordinate units.
-
D.
Headquarters and Service Company, 8th Marines
Headquarters and Service Company, 8th Marines is the command and support element of the 8th Marine Regiment, providing administrative, logistical, and operational support to its subordinate units.
-
E.
Weapons Company, 2nd Battalion, 5th Marines
Weapons Company, 2nd Battalion, 5th Marines is a specialized heavy weapons and fire support company within the 2nd Battalion of the 5th Marine Regiment of the United States Marine Corps.
- 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_69ad85b05c848190b7a28ceec2bd7b74 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adba2cc3048190ab1385699387df8d |
completed | March 8, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b360e32ba08190bcd2f3cbe963c443 |
completed | March 13, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b3615cf80481908ff305f995d0b176 |
completed | March 13, 2026, 12:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b36249b50881909ebae2d35b30cc1c |
completed | March 13, 2026, 1:03 a.m. |
Created at: March 8, 2026, 3:16 p.m.