Triple
T21826926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard F. Fisher |
E538878
|
entity |
| Predicate | militaryUnit |
P1063
|
FINISHED |
| Object |
1st Air Commando Squadron
The 1st Air Commando Squadron was a U.S. Air Force special operations unit noted for its close air support, unconventional warfare missions, and association with Medal of Honor recipient Bernard F. Fisher during the Vietnam War.
|
E1503934
|
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: 1st Air Commando Squadron | Statement: [Bernard F. Fisher, militaryUnit, 1st Air Commando Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 1st Air Commando Squadron Context triple: [Bernard F. Fisher, militaryUnit, 1st Air Commando Squadron]
-
A.
1st Air Commando Group
The 1st Air Commando Group was a pioneering U.S. Army Air Forces special operations unit in World War II, noted for its innovative air support, transport, and rescue missions in the China-Burma-India theater.
-
B.
1st Special Operations Squadron
The 1st Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized air missions, including infiltration, exfiltration, and resupply of special operations forces, primarily in the Indo-Pacific region.
-
C.
U.S. Air Force 12th Air Commando Squadron
The U.S. Air Force 12th Air Commando Squadron was a specialized unit that conducted aerial defoliation and herbicide spraying missions during the Vietnam War as part of Operation Ranch Hand.
-
D.
1st Reconnaissance Squadron
The 1st Reconnaissance Squadron is the United States Air Force’s oldest active squadron, specializing in high-altitude intelligence, surveillance, and reconnaissance missions.
-
E.
1st Airborne Reconnaissance Squadron
The 1st Airborne Reconnaissance Squadron is a specialized military unit responsible for conducting aerial reconnaissance and intelligence-gathering operations in support of the 1st Airborne Division.
- 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: 1st Air Commando Squadron Triple: [Bernard F. Fisher, militaryUnit, 1st Air Commando Squadron]
Generated description
The 1st Air Commando Squadron was a U.S. Air Force special operations unit noted for its close air support, unconventional warfare missions, and association with Medal of Honor recipient Bernard F. Fisher during the Vietnam War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 1st Air Commando Squadron Target entity description: The 1st Air Commando Squadron was a U.S. Air Force special operations unit noted for its close air support, unconventional warfare missions, and association with Medal of Honor recipient Bernard F. Fisher during the Vietnam War.
-
A.
1st Air Commando Group
The 1st Air Commando Group was a pioneering U.S. Army Air Forces special operations unit in World War II, noted for its innovative air support, transport, and rescue missions in the China-Burma-India theater.
-
B.
1st Special Operations Squadron
The 1st Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized air missions, including infiltration, exfiltration, and resupply of special operations forces, primarily in the Indo-Pacific region.
-
C.
U.S. Air Force 12th Air Commando Squadron
The U.S. Air Force 12th Air Commando Squadron was a specialized unit that conducted aerial defoliation and herbicide spraying missions during the Vietnam War as part of Operation Ranch Hand.
-
D.
1st Reconnaissance Squadron
The 1st Reconnaissance Squadron is the United States Air Force’s oldest active squadron, specializing in high-altitude intelligence, surveillance, and reconnaissance missions.
-
E.
1st Airborne Reconnaissance Squadron
The 1st Airborne Reconnaissance Squadron is a specialized military unit responsible for conducting aerial reconnaissance and intelligence-gathering operations in support of the 1st Airborne Division.
- 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_69e0c475038c8190abb9b1a20eb8ff50 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f09132ae888190b8c1a8e75b96b5fd |
completed | April 28, 2026, 10:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a45e50d548190aaf4ac0bf6fcd028 |
completed | May 17, 2026, 10:49 p.m. |
| NEDg | Description generation | batch_6a0a478555f48190a5dec30d212817fa |
completed | May 17, 2026, 10:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a4816a85c8190b086b93851ddd11c |
completed | May 17, 2026, 10:58 p.m. |
Created at: April 16, 2026, 6:54 p.m.