Triple

T12032580
Position Surface form Disambiguated ID Type / Status
Subject Electronic Miscellaneous Document E286447 entity
Predicate governedBy P46 FINISHED
Object IATA EMD standard
The IATA EMD standard is an airline industry specification that defines how ancillary services and fees are electronically documented, issued, and processed across carriers and systems.
 E962117 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 EMD standard | Statement: [Electronic Miscellaneous Document, governedBy, IATA EMD standard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IATA EMD standard
Context triple: [Electronic Miscellaneous Document, governedBy, IATA EMD standard]
  • A. IATA New Distribution Capability
    IATA New Distribution Capability (NDC) is a travel industry data transmission standard developed by the International Air Transport Association to modernize airline distribution and enable richer, more personalized offers across channels.
  • 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 NDC standards governance
    IATA NDC standards governance is the oversight and decision-making framework that manages the development, maintenance, and implementation of the airline industry’s New Distribution Capability standards.
  • D. ARINC 664
    ARINC 664 is an aviation data network standard that defines Ethernet-based communication for aircraft systems, enabling reliable, deterministic, and interoperable avionics networking.
  • E. ISO 6166
    ISO 6166 is an international standard that defines the structure and assignment of International Securities Identification Numbers (ISINs) used to uniquely identify financial securities worldwide.
  • 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 EMD standard
Triple: [Electronic Miscellaneous Document, governedBy, IATA EMD standard]
Generated description
The IATA EMD standard is an airline industry specification that defines how ancillary services and fees are electronically documented, issued, and processed across carriers and systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IATA EMD standard
Target entity description: The IATA EMD standard is an airline industry specification that defines how ancillary services and fees are electronically documented, issued, and processed across carriers and systems.
  • A. IATA New Distribution Capability
    IATA New Distribution Capability (NDC) is a travel industry data transmission standard developed by the International Air Transport Association to modernize airline distribution and enable richer, more personalized offers across channels.
  • 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 NDC standards governance
    IATA NDC standards governance is the oversight and decision-making framework that manages the development, maintenance, and implementation of the airline industry’s New Distribution Capability standards.
  • D. ARINC 664
    ARINC 664 is an aviation data network standard that defines Ethernet-based communication for aircraft systems, enabling reliable, deterministic, and interoperable avionics networking.
  • E. ISO 6166
    ISO 6166 is an international standard that defines the structure and assignment of International Securities Identification Numbers (ISINs) used to uniquely identify financial securities worldwide.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9040724ec8190808f334013ddc6d6 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d6ec4b8819093ff50254a851444 completed May 1, 2026, 12:32 p.m.
NEDg Description generation batch_69f53d930714819080f92d223d930389 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564ed64008190bfbeaf0991a7c2b8 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.