Triple
T16347426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Light Attack Helicopter Squadron |
E396969
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
HMLA
HMLA is the standard U.S. Marine Corps designation for composite light attack helicopter squadrons that operate both attack and utility helicopters in close air support and reconnaissance roles.
|
E1208320
|
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: HMLA | Statement: [Marine Light Attack Helicopter Squadron, abbreviation, HMLA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HMLA Context triple: [Marine Light Attack Helicopter Squadron, abbreviation, HMLA]
-
A.
Helicopter Division
Helicopter Division is a specialized unit of Hindustan Aeronautics Limited responsible for the design, development, and production of helicopters for military and civilian use.
-
B.
Air Transport Wing 63
Air Transport Wing 63 was a German Air Force airlift unit responsible for tactical and logistical transport missions, including humanitarian and international operations.
-
C.
Hawaii Air National Guard
The Hawaii Air National Guard is the aerial militia of the State of Hawaii, providing air defense, support, and operational capabilities as a reserve component of the United States Air Force.
-
D.
Air Transport Wing 62
Air Transport Wing 62 is a German Air Force unit responsible for strategic and tactical airlift operations, including transport of personnel, equipment, and humanitarian aid.
-
E.
U.S. Army Aviation Logistics School
The U.S. Army Aviation Logistics School is a military training institution that educates and trains soldiers in the maintenance, supply, and logistical support of Army aviation assets.
- 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: HMLA Triple: [Marine Light Attack Helicopter Squadron, abbreviation, HMLA]
Generated description
HMLA is the standard U.S. Marine Corps designation for composite light attack helicopter squadrons that operate both attack and utility helicopters in close air support and reconnaissance roles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HMLA Target entity description: HMLA is the standard U.S. Marine Corps designation for composite light attack helicopter squadrons that operate both attack and utility helicopters in close air support and reconnaissance roles.
-
A.
Helicopter Division
Helicopter Division is a specialized unit of Hindustan Aeronautics Limited responsible for the design, development, and production of helicopters for military and civilian use.
-
B.
Air Transport Wing 63
Air Transport Wing 63 was a German Air Force airlift unit responsible for tactical and logistical transport missions, including humanitarian and international operations.
-
C.
Hawaii Air National Guard
The Hawaii Air National Guard is the aerial militia of the State of Hawaii, providing air defense, support, and operational capabilities as a reserve component of the United States Air Force.
-
D.
Air Transport Wing 62
Air Transport Wing 62 is a German Air Force unit responsible for strategic and tactical airlift operations, including transport of personnel, equipment, and humanitarian aid.
-
E.
U.S. Army Aviation Logistics School
The U.S. Army Aviation Logistics School is a military training institution that educates and trains soldiers in the maintenance, supply, and logistical support of Army aviation assets.
- 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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da1038d88190b8292cfe71bc4f2a |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002db1cd288190a85fa2479369ef4f |
completed | May 10, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_6a002ea334888190a3ec96a470a39a62 |
completed | May 10, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002f667480819090ec3c7b3b79816c |
completed | May 10, 2026, 7:10 a.m. |
Created at: April 10, 2026, 5:07 a.m.