Triple
T14579602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 88th Air Base Wing |
E342151
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
88th Logistics Readiness Squadron
The 88th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, transportation, and supply support to operations at Wright-Patterson Air Force Base.
|
E1110335
|
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: 88th Logistics Readiness Squadron | Statement: [88th Air Base Wing, hasComponent, 88th Logistics Readiness Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 88th Logistics Readiness Squadron Context triple: [88th Air Base Wing, hasComponent, 88th Logistics Readiness Squadron]
-
A.
99th Logistics Readiness Squadron
The 99th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing transportation, supply, and logistics support to enable the operations of the 99th Air Base Wing.
-
B.
175th Logistics Readiness Squadron
The 175th Logistics Readiness Squadron is a unit of the Maryland Air National Guard responsible for providing logistics planning, supply, transportation, and deployment support to the 175th Wing’s operations.
-
C.
37th Logistics Readiness Squadron
The 37th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, transportation, and supply support to operations at Joint Base San Antonio–Lackland and associated missions.
-
D.
36th Logistics Readiness Squadron
The 36th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to enable the operations of its parent wing and mission support group.
-
E.
325th Logistics Readiness Squadron
The 325th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to its parent wing’s operations.
- 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: 88th Logistics Readiness Squadron Triple: [88th Air Base Wing, hasComponent, 88th Logistics Readiness Squadron]
Generated description
The 88th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, transportation, and supply support to operations at Wright-Patterson Air Force Base.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 88th Logistics Readiness Squadron Target entity description: The 88th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, transportation, and supply support to operations at Wright-Patterson Air Force Base.
-
A.
99th Logistics Readiness Squadron
The 99th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing transportation, supply, and logistics support to enable the operations of the 99th Air Base Wing.
-
B.
175th Logistics Readiness Squadron
The 175th Logistics Readiness Squadron is a unit of the Maryland Air National Guard responsible for providing logistics planning, supply, transportation, and deployment support to the 175th Wing’s operations.
-
C.
37th Logistics Readiness Squadron
The 37th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, transportation, and supply support to operations at Joint Base San Antonio–Lackland and associated missions.
-
D.
36th Logistics Readiness Squadron
The 36th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to enable the operations of its parent wing and mission support group.
-
E.
325th Logistics Readiness Squadron
The 325th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to its parent wing’s operations.
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3f6f78c81908a30ecb4c025299d |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda91437e08190a41683f1777a8507 |
completed | May 8, 2026, 9:12 a.m. |
| NEDg | Description generation | batch_69fdb32facb081908ed84483aac38f78 |
completed | May 8, 2026, 9:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb3b24320819098dd7fab0c3a0507 |
completed | May 8, 2026, 9:58 a.m. |
Created at: April 10, 2026, 1:24 a.m.