Triple

T12280288
Position Surface form Disambiguated ID Type / Status
Subject Delta County Airport E292698 entity
Predicate IATA code P2569 FINISHED
Object ESC
ESC is the three-letter IATA airport code assigned to Delta County Airport in Michigan, United States.
 E975989 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: ESC | Statement: [Delta County Airport, IATA code, ESC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ESC
Context triple: [Delta County Airport, IATA code, ESC]
  • A. ESC
    ESC (Electronic Stability Control) is an automotive safety system that helps prevent skidding and loss of control by automatically applying brakes to individual wheels and adjusting engine power.
  • B. ESC
    ESC is the abbreviated name of the Energy Systems Committee, a group focused on issues related to energy systems.
  • C. ESC
    ESC is the commonly used abbreviation for the European Social Charter, a Council of Europe treaty that safeguards social and economic human rights.
  • D. ESC-B
    ESC-B is a later-generation ESC (Electronic Speed Controller) model that supersedes the earlier ESC-A design, typically offering improved performance, efficiency, or features for controlling electric motors.
  • E. ESC-A
    ESC-A is the cryogenic upper stage used on the Ariane 5 ECA launch vehicle, powered by a single HM7B engine to place payloads into orbit.
  • 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: ESC
Triple: [Delta County Airport, IATA code, ESC]
Generated description
ESC is the three-letter IATA airport code assigned to Delta County Airport in Michigan, United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ESC
Target entity description: ESC is the three-letter IATA airport code assigned to Delta County Airport in Michigan, United States.
  • A. ESC
    ESC is the abbreviated name of the Energy Systems Committee, a group focused on issues related to energy systems.
  • B. ESC
    ESC is the commonly used abbreviation for the European Social Charter, a Council of Europe treaty that safeguards social and economic human rights.
  • C. ESC
    ESC (Electronic Stability Control) is an automotive safety system that helps prevent skidding and loss of control by automatically applying brakes to individual wheels and adjusting engine power.
  • D. ESC-B
    ESC-B is a later-generation ESC (Electronic Speed Controller) model that supersedes the earlier ESC-A design, typically offering improved performance, efficiency, or features for controlling electric motors.
  • E. ESC-A
    ESC-A is the cryogenic upper stage used on the Ariane 5 ECA launch vehicle, powered by a single HM7B engine to place payloads into orbit.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cf1ab8c8190a51f498bfda957d8 completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6f46f08190839ba07ef6fac984 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f622de74f0819096c5f5bf6f938fe7 completed May 2, 2026, 4:14 p.m.
NED2 Entity disambiguation (via description) batch_69f62379746c8190bc9da48775b86dfa completed May 2, 2026, 4:16 p.m.
Created at: April 8, 2026, 9:52 p.m.