Triple
T12138007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IATA Cargo Agency Program |
E289110
|
entity |
| Predicate | appliesTo |
P1129
|
FINISHED |
| Object |
IATA member airlines
IATA member airlines are commercial air carriers that belong to the International Air Transport Association and adhere to its global standards, regulations, and industry programs.
|
E968181
|
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: IATA member airlines | Statement: [IATA Cargo Agency Program, appliesTo, IATA member airlines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IATA member airlines Context triple: [IATA Cargo Agency Program, appliesTo, IATA member airlines]
-
A.
Star Alliance Connecting Partner
Star Alliance Connecting Partner is a program status within the Star Alliance network that allows selected airlines to offer integrated services and connectivity with member carriers without being full alliance members.
-
B.
Star Alliance
Star Alliance is one of the world’s largest global airline alliances, comprising numerous member carriers that coordinate routes, schedules, and frequent-flyer benefits across an extensive international network.
-
C.
Global Airlines
Global Airlines is the fictional commercial airline featured in the "The Twilight Zone" episode "The Odyssey of Flight 33," whose jet mysteriously travels through time.
-
D.
Association of European Airlines
The Association of European Airlines was a trade organization representing the collective interests of major European network carriers in areas such as policy, regulation, and industry standards.
-
E.
SkyTeam
SkyTeam is a global airline alliance that brings together multiple international carriers to coordinate routes, services, and frequent flyer benefits.
- 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: IATA member airlines Triple: [IATA Cargo Agency Program, appliesTo, IATA member airlines]
Generated description
IATA member airlines are commercial air carriers that belong to the International Air Transport Association and adhere to its global standards, regulations, and industry programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IATA member airlines Target entity description: IATA member airlines are commercial air carriers that belong to the International Air Transport Association and adhere to its global standards, regulations, and industry programs.
-
A.
Star Alliance Connecting Partner
Star Alliance Connecting Partner is a program status within the Star Alliance network that allows selected airlines to offer integrated services and connectivity with member carriers without being full alliance members.
-
B.
Star Alliance
Star Alliance is one of the world’s largest global airline alliances, comprising numerous member carriers that coordinate routes, schedules, and frequent-flyer benefits across an extensive international network.
-
C.
Global Airlines
Global Airlines is the fictional commercial airline featured in the "The Twilight Zone" episode "The Odyssey of Flight 33," whose jet mysteriously travels through time.
-
D.
Association of European Airlines
The Association of European Airlines was a trade organization representing the collective interests of major European network carriers in areas such as policy, regulation, and industry standards.
-
E.
SkyTeam
SkyTeam is a global airline alliance that brings together multiple international carriers to coordinate routes, services, and frequent flyer benefits.
- 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_69d6ab4b5e4c81909950b17151eb0951 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9158dd00c819082651891898b91bb |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f690ae408190966bb4fe8feaa7d2 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f6022ecf38819080f0eb6a3a815c5b |
completed | May 2, 2026, 1:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f606560934819092ba4d4fa162b799 |
completed | May 2, 2026, 2:12 p.m. |
Created at: April 8, 2026, 9:49 p.m.