Triple

T7536828
Position Surface form Disambiguated ID Type / Status
Subject Air Training Command E178171 entity
Predicate shortName P43 FINISHED
Object ATC
ATC is the commonly used abbreviation for the United States Air Force’s former Air Training Command, which was responsible for training aircrew and support personnel.
E672403 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: ATC | Statement: [Air Training Command, shortName, ATC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ATC
Context triple: [Air Training Command, shortName, ATC]
  • A. ATC
    ATC is an acronym that commonly refers to an Advisory Technical Committee, a group of experts that provides technical guidance and recommendations within an organization or project.
  • B. ATC
    ATC (Anatomical Therapeutic Chemical Classification System) is a widely used international system for classifying drugs according to the organ or system they act on and their therapeutic, pharmacological, and chemical properties.
  • C. ATC
    The ATC (Agreement on Textiles and Clothing) was a World Trade Organization accord that governed the gradual integration of the textiles and clothing sector into normal WTO rules, phasing out quotas on textile and apparel trade.
  • D. ATC
    ATC (Automatic Train Control) is a railway safety and control system that automatically regulates train speed and braking to maintain safe operation and prevent collisions.
  • E. ATIS
    ATIS (Alliance for Telecommunications Industry Solutions) is a leading North American standards development organization that advances global telecommunications and information and communications technology (ICT) networks and services.
  • 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: ATC
Triple: [Air Training Command, shortName, ATC]
Generated description
ATC is the commonly used abbreviation for the United States Air Force’s former Air Training Command, which was responsible for training aircrew and support personnel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ATC
Target entity description: ATC is the commonly used abbreviation for the United States Air Force’s former Air Training Command, which was responsible for training aircrew and support personnel.
  • A. ATC
    ATC (Anatomical Therapeutic Chemical Classification System) is a widely used international system for classifying drugs according to the organ or system they act on and their therapeutic, pharmacological, and chemical properties.
  • B. ATC
    The ATC (Agreement on Textiles and Clothing) was a World Trade Organization accord that governed the gradual integration of the textiles and clothing sector into normal WTO rules, phasing out quotas on textile and apparel trade.
  • C. ATC
    ATC (Automatic Train Control) is a railway safety and control system that automatically regulates train speed and braking to maintain safe operation and prevent collisions.
  • D. ATC
    ATC is an acronym that commonly refers to an Advisory Technical Committee, a group of experts that provides technical guidance and recommendations within an organization or project.
  • E. ATIS
    ATIS (Alliance for Telecommunications Industry Solutions) is a leading North American standards development organization that advances global telecommunications and information and communications technology (ICT) networks and services.
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84db0c48190b2b3d8c5f802f713 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f108aec81909b0738b6273d5bd3 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c853ef32288190bcd3c53242bfba25 completed March 28, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69c85458fa7481908809f46373445156 completed March 28, 2026, 10:21 p.m.
Created at: March 27, 2026, 3:48 p.m.