Triple
T2976179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LAV-C2 |
E80402
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
USMC Light Armored Reconnaissance battalions
USMC Light Armored Reconnaissance battalions are specialized Marine Corps units that conduct mobile, armored reconnaissance and security operations using light armored vehicles.
|
E316105
|
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: USMC Light Armored Reconnaissance battalions | Statement: [LAV-C2, usedBy, USMC Light Armored Reconnaissance battalions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USMC Light Armored Reconnaissance battalions Context triple: [LAV-C2, usedBy, USMC Light Armored Reconnaissance battalions]
-
A.
2nd Light Armored Reconnaissance Battalion
The 2nd Light Armored Reconnaissance Battalion is a United States Marine Corps unit specializing in fast, mobile reconnaissance and security operations using light armored vehicles.
-
B.
1st Light Armored Reconnaissance Battalion
The 1st Light Armored Reconnaissance Battalion is a United States Marine Corps unit specializing in fast, armored reconnaissance and security operations using light armored vehicles.
-
C.
Marine Raider Regiment
The Marine Raider Regiment is an elite U.S. Marine Corps special operations unit specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
-
D.
1st Reconnaissance Battalion
The 1st Reconnaissance Battalion is an elite United States Marine Corps unit specializing in advanced reconnaissance and surveillance operations in support of Marine Air-Ground Task Forces.
-
E.
1st Marine Raider Battalion
The 1st Marine Raider Battalion was an elite United States Marine Corps special operations unit in World War II, renowned for its amphibious assaults and jungle warfare in the Pacific Theater.
- 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: USMC Light Armored Reconnaissance battalions Triple: [LAV-C2, usedBy, USMC Light Armored Reconnaissance battalions]
Generated description
USMC Light Armored Reconnaissance battalions are specialized Marine Corps units that conduct mobile, armored reconnaissance and security operations using light armored vehicles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USMC Light Armored Reconnaissance battalions Target entity description: USMC Light Armored Reconnaissance battalions are specialized Marine Corps units that conduct mobile, armored reconnaissance and security operations using light armored vehicles.
-
A.
2nd Light Armored Reconnaissance Battalion
The 2nd Light Armored Reconnaissance Battalion is a United States Marine Corps unit specializing in fast, mobile reconnaissance and security operations using light armored vehicles.
-
B.
1st Light Armored Reconnaissance Battalion
The 1st Light Armored Reconnaissance Battalion is a United States Marine Corps unit specializing in fast, armored reconnaissance and security operations using light armored vehicles.
-
C.
Marine Raider Regiment
The Marine Raider Regiment is an elite U.S. Marine Corps special operations unit specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
-
D.
1st Reconnaissance Battalion
The 1st Reconnaissance Battalion is an elite United States Marine Corps unit specializing in advanced reconnaissance and surveillance operations in support of Marine Air-Ground Task Forces.
-
E.
1st Marine Raider Battalion
The 1st Marine Raider Battalion was an elite United States Marine Corps special operations unit in World War II, renowned for its amphibious assaults and jungle warfare in the Pacific Theater.
- 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_69ad8b15f6ac8190be5fd16a33edcb4f |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad998ad5308190a012ec4940eb46cb |
completed | March 8, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108e99ea881908cccc6656e8653c3 |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b109fc0f308190b1a0105a67491c54 |
completed | March 11, 2026, 6:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10a78414481908689ac3ba5265388 |
completed | March 11, 2026, 6:23 a.m. |
Created at: March 8, 2026, 2:58 p.m.