Triple
T14164440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 509th Bomb Wing |
E351033
|
entity |
| Predicate | hasComponentUnit |
P11709
|
FINISHED |
| Object | 509th Maintenance Group |
E1004781
|
NE FINISHED |
How this triple was built (2 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: 509th Maintenance Group | Statement: [509th Bomb Wing, hasComponentUnit, 509th Maintenance Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 509th Maintenance Group Context triple: [509th Bomb Wing, hasComponentUnit, 509th Maintenance Group]
-
A.
509th Maintenance Group
chosen
The 509th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support, notably for the B-2 Spirit stealth bomber fleet.
-
B.
459th Maintenance Group
The 459th Maintenance Group is a U.S. Air Force Reserve unit responsible for maintaining and supporting the aircraft and equipment of the 459th Air Refueling Wing.
-
C.
55th Maintenance Group
The 55th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 55th Wing’s operations.
-
D.
57th Maintenance Group
The 57th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 57th Wing at Nellis Air Force Base.
-
E.
89th Maintenance Group
The 89th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft maintenance and logistics support, notably for the special airlift missions associated with senior government and military leaders.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b207cc8190b85b1ff0910b54da |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd54fe6b048190a16695af6e269e86 |
completed | May 8, 2026, 3:14 a.m. |
Created at: April 10, 2026, 12:59 a.m.