Triple

T12178961
Position Surface form Disambiguated ID Type / Status
Subject CYB E290165 entity
Predicate standard P1587 FINISHED
Object IATA
IATA is the International Air Transport Association, a global trade organization that sets standards and coordinates policies for the world’s airlines.
 E9789 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 | Statement: [CYB, standard, IATA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IATA
Context triple: [CYB, standard, IATA]
  • A. International Air Transport Association
    The International Air Transport Association (IATA) is a global trade association representing the world’s airlines, setting industry standards and supporting safe, efficient, and economical air transport.
  • B. IATA Airline Coding Directory
    The IATA Airline Coding Directory is an official reference publication by the International Air Transport Association that lists and standardizes airline designator codes, accounting codes, and related identifiers used throughout the global aviation industry.
  • C. ICAO airline designator system
    The ICAO airline designator system is an international coding scheme that assigns unique three-letter identifiers to airlines for use in flight planning, air traffic control, and aviation operations.
  • D. IATA: ME
    IATA: ME is the two-letter airline designator assigned by the International Air Transport Association to Middle East Airlines, the flag carrier of Lebanon.
  • E. International Center for Air Transportation
    The International Center for Air Transportation is an MIT research center focused on advancing air transportation systems, operations, and policy through interdisciplinary analysis and innovation.
  • 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
Triple: [CYB, standard, IATA]
Generated description
IATA is the International Air Transport Association, a global trade organization that sets standards and coordinates policies for the world’s airlines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IATA
Target entity description: IATA is the International Air Transport Association, a global trade organization that sets standards and coordinates policies for the world’s airlines.
  • A. International Air Transport Association chosen
    The International Air Transport Association (IATA) is a global trade association representing the world’s airlines, setting industry standards and supporting safe, efficient, and economical air transport.
  • B. IATA Airline Coding Directory
    The IATA Airline Coding Directory is an official reference publication by the International Air Transport Association that lists and standardizes airline designator codes, accounting codes, and related identifiers used throughout the global aviation industry.
  • C. ICAO airline designator system
    The ICAO airline designator system is an international coding scheme that assigns unique three-letter identifiers to airlines for use in flight planning, air traffic control, and aviation operations.
  • D. IATA: ME
    IATA: ME is the two-letter airline designator assigned by the International Air Transport Association to Middle East Airlines, the flag carrier of Lebanon.
  • E. International Center for Air Transportation
    The International Center for Air Transportation is an MIT research center focused on advancing air transportation systems, operations, and policy through interdisciplinary analysis and innovation.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d915fa6ff08190a1ddb3606c229cad completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6ab19288190a882c842d74a2e30 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7e1788190b1df4fdfd96118d0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f604c4ef7c8190bc128b1aa535744d completed May 2, 2026, 2:05 p.m.
Created at: April 8, 2026, 9:50 p.m.