Triple

T17755429
Position Surface form Disambiguated ID Type / Status
Subject Bathurst Airport E443221 entity
Predicate IATAcode P418 FINISHED
Object ZBF
ZBF is the IATA airport code for Bathurst Airport in New Brunswick, Canada.
E1286452 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: ZBF | Statement: [Bathurst Airport, IATAcode, ZBF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ZBF
Context triple: [Bathurst Airport, IATAcode, ZBF]
  • A. ZBH
    ZBH is the stock ticker symbol for Zimmer Biomet Holdings, Inc., a major medical device company specializing in musculoskeletal healthcare products.
  • B. BZ
    BZ is the vehicle registration code used on license plates for the municipality of Rammenau in Germany.
  • C. BZ
    BZ is the provincial code for the autonomous Italian province of Bolzano–South Tyrol in northern Italy.
  • D. BZ
    BZ is the two-letter ISO 3166-1 alpha-2 country code assigned to Belize.
  • E. BZ
    BZ is the commonly used abbreviation for the Ministry of Foreign Affairs of the Netherlands, which is responsible for the country’s foreign policy and international relations.
  • 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: ZBF
Triple: [Bathurst Airport, IATAcode, ZBF]
Generated description
ZBF is the IATA airport code for Bathurst Airport in New Brunswick, Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ZBF
Target entity description: ZBF is the IATA airport code for Bathurst Airport in New Brunswick, Canada.
  • A. ZBH
    ZBH is the stock ticker symbol for Zimmer Biomet Holdings, Inc., a major medical device company specializing in musculoskeletal healthcare products.
  • B. BZ
    BZ is the vehicle registration code used on license plates for the municipality of Rammenau in Germany.
  • C. BZ
    BZ is the provincial code for the autonomous Italian province of Bolzano–South Tyrol in northern Italy.
  • D. BZ
    BZ is the two-letter ISO 3166-1 alpha-2 country code assigned to Belize.
  • E. BZ
    BZ is the commonly used abbreviation for the Ministry of Foreign Affairs of the Netherlands, which is responsible for the country’s foreign policy and international relations.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4841e7050819083a4e638ca7484f7 completed April 19, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02efb6f2408190b00b30c65ffe7945 completed May 12, 2026, 9:15 a.m.
NEDg Description generation batch_6a02f08892e08190a75c4e523366feda completed May 12, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a02f18036788190ad1a2893fd104261 completed May 12, 2026, 9:23 a.m.
Created at: April 10, 2026, 10:10 a.m.