Triple
T12138001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IATA Cargo Agency Program |
E289110
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
IATA Cargo Agency Rules
The IATA Cargo Agency Rules are a standardized set of regulations and procedures governing the relationships, responsibilities, and operational standards between airlines and accredited cargo agents worldwide.
|
E289110
|
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 Cargo Agency Rules | Statement: [IATA Cargo Agency Program, includes, IATA Cargo Agency Rules]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IATA Cargo Agency Rules Context triple: [IATA Cargo Agency Program, includes, IATA Cargo Agency Rules]
-
A.
IATA Cargo Agency Program
The IATA Cargo Agency Program is a global accreditation and governance framework that standardizes relationships and procedures between airlines and freight forwarders in the air cargo industry.
-
B.
IATA Standard Schedules Information Manual
The IATA Standard Schedules Information Manual is an official IATA reference publication that standardizes and details airline schedule data formats and procedures used globally by carriers and aviation stakeholders.
-
C.
IATA Passenger Services Conference Resolutions Manual
The IATA Passenger Services Conference Resolutions Manual is an official IATA publication that consolidates industry-wide standards and resolutions governing airline passenger services, ticketing, and related procedures.
-
D.
IATA Ground Operations Manual
The IATA Ground Operations Manual is an industry-standard reference that provides globally harmonized procedures and safety guidelines for airport ground handling operations.
-
E.
ICAO Annex 9
ICAO Annex 9 is an international civil aviation standard issued by the International Civil Aviation Organization that sets out rules and recommended practices to streamline border control, customs, immigration, and other facilitation procedures for air transport.
- 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 Cargo Agency Rules Triple: [IATA Cargo Agency Program, includes, IATA Cargo Agency Rules]
Generated description
The IATA Cargo Agency Rules are a standardized set of regulations and procedures governing the relationships, responsibilities, and operational standards between airlines and accredited cargo agents worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IATA Cargo Agency Rules Target entity description: The IATA Cargo Agency Rules are a standardized set of regulations and procedures governing the relationships, responsibilities, and operational standards between airlines and accredited cargo agents worldwide.
-
A.
IATA Cargo Agency Program
chosen
The IATA Cargo Agency Program is a global accreditation and governance framework that standardizes relationships and procedures between airlines and freight forwarders in the air cargo industry.
-
B.
IATA Standard Schedules Information Manual
The IATA Standard Schedules Information Manual is an official IATA reference publication that standardizes and details airline schedule data formats and procedures used globally by carriers and aviation stakeholders.
-
C.
IATA Passenger Services Conference Resolutions Manual
The IATA Passenger Services Conference Resolutions Manual is an official IATA publication that consolidates industry-wide standards and resolutions governing airline passenger services, ticketing, and related procedures.
-
D.
IATA Ground Operations Manual
The IATA Ground Operations Manual is an industry-standard reference that provides globally harmonized procedures and safety guidelines for airport ground handling operations.
-
E.
ICAO Annex 9
ICAO Annex 9 is an international civil aviation standard issued by the International Civil Aviation Organization that sets out rules and recommended practices to streamline border control, customs, immigration, and other facilitation procedures for air transport.
- F. None of above.
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.