Triple

T4920453
Position Surface form Disambiguated ID Type / Status
Subject Air Traffic Organization E110450 entity
Predicate alternativeName P39 FINISHED
Object ATO
ATO is the commonly used abbreviation for the Federal Aviation Administration’s Air Traffic Organization, which manages and oversees air traffic control services in the United States.
 E479697 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: ATO | Statement: [Air Traffic Organization, alternativeName, ATO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ATO
Context triple: [Air Traffic Organization, alternativeName, ATO]
  • A. AUT
    AUT is a major New Zealand university based in Auckland, known for its focus on applied research, innovation, and industry-aligned education.
  • B. AUT
    AUT is a leading Iranian engineering and technology university, widely recognized for its strong research output and rigorous academic programs.
  • C. AT
    AT is the commonly used abbreviation and public-facing brand name for Auckland Transport, the agency responsible for managing Auckland’s transport services and infrastructure.
  • D. ATA
    ATA (Advanced Technology Attachment), commonly known as IDE, is a standard interface used to connect storage devices like hard drives and optical drives to a computer's motherboard.
  • E. ATA
    ATA is the acronym for the Allen Telescope Array, a large-scale radio telescope array in California designed for astronomical observations and the search for extraterrestrial intelligence.
  • 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: ATO
Triple: [Air Traffic Organization, alternativeName, ATO]
Generated description
ATO is the commonly used abbreviation for the Federal Aviation Administration’s Air Traffic Organization, which manages and oversees air traffic control services in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ATO
Target entity description: ATO is the commonly used abbreviation for the Federal Aviation Administration’s Air Traffic Organization, which manages and oversees air traffic control services in the United States.
  • A. AUT
    AUT is a major New Zealand university based in Auckland, known for its focus on applied research, innovation, and industry-aligned education.
  • B. AUT
    AUT is a leading Iranian engineering and technology university, widely recognized for its strong research output and rigorous academic programs.
  • C. AT
    AT is the commonly used abbreviation and public-facing brand name for Auckland Transport, the agency responsible for managing Auckland’s transport services and infrastructure.
  • D. ATA
    ATA (Advanced Technology Attachment), commonly known as IDE, is a standard interface used to connect storage devices like hard drives and optical drives to a computer's motherboard.
  • E. ATA
    ATA is the acronym for the Allen Telescope Array, a large-scale radio telescope array in California designed for astronomical observations and the search for extraterrestrial intelligence.
  • 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_69bd4413f9908190afcff44d7929cc4c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6faa78b88190938bee2f81025083 completed March 20, 2026, 4:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6ff4acd88190a308fbac84d3bad9 completed March 21, 2026, 10:16 a.m.
NEDg Description generation batch_69be724224a8819085c9989594741e06 completed March 21, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69be72f56c1c8190a80b6e1551289d84 completed March 21, 2026, 10:29 a.m.
Created at: March 20, 2026, 1:29 p.m.