Triple
T7977023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wing |
E185471
|
entity |
| Predicate | competesWith |
P1375
|
FINISHED |
| Object |
UPS Flight Forward
UPS Flight Forward is a drone delivery and aviation services subsidiary of UPS that operates unmanned aircraft systems for commercial package transport.
|
E703153
|
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: UPS Flight Forward | Statement: [Wing, competesWith, UPS Flight Forward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UPS Flight Forward Context triple: [Wing, competesWith, UPS Flight Forward]
-
A.
UPS Airlines
UPS Airlines is a major American cargo airline and the air freight division of United Parcel Service, operating a global network of package and logistics flights.
-
B.
United Express
United Express is the regional brand for United Airlines, operating shorter-haul feeder flights to connect passengers to United’s mainline network.
-
C.
UPS Ground
UPS Ground is a domestic ground shipping service from UPS that provides reliable, day-definite delivery of packages at an economical rate.
-
D.
United Airlines
United Airlines is a major American airline and Star Alliance member known for its extensive domestic and international route network operated from multiple hubs across the United States.
-
E.
Northern Air Cargo
Northern Air Cargo is an Alaska-based cargo airline specializing in freight services across Alaska and to destinations in the continental United States.
- 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: UPS Flight Forward Triple: [Wing, competesWith, UPS Flight Forward]
Generated description
UPS Flight Forward is a drone delivery and aviation services subsidiary of UPS that operates unmanned aircraft systems for commercial package transport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UPS Flight Forward Target entity description: UPS Flight Forward is a drone delivery and aviation services subsidiary of UPS that operates unmanned aircraft systems for commercial package transport.
-
A.
UPS Airlines
UPS Airlines is a major American cargo airline and the air freight division of United Parcel Service, operating a global network of package and logistics flights.
-
B.
United Express
United Express is the regional brand for United Airlines, operating shorter-haul feeder flights to connect passengers to United’s mainline network.
-
C.
UPS Ground
UPS Ground is a domestic ground shipping service from UPS that provides reliable, day-definite delivery of packages at an economical rate.
-
D.
United Airlines
United Airlines is a major American airline and Star Alliance member known for its extensive domestic and international route network operated from multiple hubs across the United States.
-
E.
Northern Air Cargo
Northern Air Cargo is an Alaska-based cargo airline specializing in freight services across Alaska and to destinations in the continental United States.
- 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_69ca829851908190b4e03829353ee7c3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3bf716508190b4245bd5d89ae8c4 |
completed | March 31, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0cc09a081909cb92cd4864ef50d |
completed | March 31, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69cbe43d29f8819080f7d729c4f28c75 |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc32e2e1c48190b86218bff9af99f5 |
completed | March 31, 2026, 8:47 p.m. |
Created at: March 30, 2026, 5:14 p.m.