Triple

T2055116
Position Surface form Disambiguated ID Type / Status
Subject Procedures for Air Navigation Services E45655 entity
Predicate includesSeries P1393 FINISHED
Object PANS-OPS
PANS-OPS is an ICAO document that sets international standards and criteria for designing safe and efficient instrument flight procedures for aircraft.
E228769 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: PANS-OPS | Statement: [Procedures for Air Navigation Services, includesSeries, PANS-OPS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PANS-OPS
Context triple: [Procedures for Air Navigation Services, includesSeries, PANS-OPS]
  • A. PDD
    PDD is an abbreviation commonly used for the Public Diplomacy Division, a body responsible for managing a country or organization’s communication and outreach to foreign publics.
  • B. CHOP
    CHOP is a leading pediatric hospital and research institution in Philadelphia renowned for its specialized care for children and groundbreaking medical research.
  • C. CFS
    CFS is the United Nations’ Committee on World Food Security, an intergovernmental platform dedicated to achieving global food security and improved nutrition.
  • D. SLE
    SLE is a mid-level trim package for GMC vehicles that typically adds upgraded comfort, convenience, and appearance features over the base model.
  • E. SLE
    SLE is the three-letter ISO 3166-1 alpha-3 country code assigned to Sierra Leone.
  • 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: PANS-OPS
Triple: [Procedures for Air Navigation Services, includesSeries, PANS-OPS]
Generated description
PANS-OPS is an ICAO document that sets international standards and criteria for designing safe and efficient instrument flight procedures for aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PANS-OPS
Target entity description: PANS-OPS is an ICAO document that sets international standards and criteria for designing safe and efficient instrument flight procedures for aircraft.
  • A. PDD
    PDD is an abbreviation commonly used for the Public Diplomacy Division, a body responsible for managing a country or organization’s communication and outreach to foreign publics.
  • B. CHOP
    CHOP is a leading pediatric hospital and research institution in Philadelphia renowned for its specialized care for children and groundbreaking medical research.
  • C. CFS
    CFS is the United Nations’ Committee on World Food Security, an intergovernmental platform dedicated to achieving global food security and improved nutrition.
  • D. SLE
    SLE is a mid-level trim package for GMC vehicles that typically adds upgraded comfort, convenience, and appearance features over the base model.
  • E. SLE
    SLE is a commuter rail service operating along the Connecticut shoreline, connecting towns between New London and New Haven.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9a9ce548190a5a3488fafb2e79e completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae200eb09881908bbfe47ebb62f55e completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20cb479c8190853d0d954af16887 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21614e74819093617a355f0857c8 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.