Triple

T6298890
Position Surface form Disambiguated ID Type / Status
Subject Bilbao Airport E141200 entity
Predicate IATAcode P418 FINISHED
Object BIO
BIO is the IATA airport code for Bilbao Airport, the main international airport serving the city of Bilbao and the Basque Country in northern Spain.
 E581498 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: BIO | Statement: [Bilbao Airport, IATAcode, BIO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BIO
Context triple: [Bilbao Airport, IATAcode, BIO]
  • A. Biot
    Biot is a picturesque medieval village in southeastern France’s Alpes-Maritimes department, renowned for its glassblowing tradition and hilltop views near the French Riviera.
  • B. BIE
    BIE is a U.S. federal agency within the Department of the Interior responsible for providing and overseeing education services for Native American students in schools on or near reservations.
  • C. BIE
    BIE is the commonly used acronym for the Bureau International des Expositions, the intergovernmental organization that oversees and regulates World Expos.
  • D. Biu
    Biu is a town in northeastern Nigeria that serves as a local commercial and administrative center in Borno State.
  • E. BI
    BI is the commonly used abbreviation for Bank Indonesia, the central bank of the Republic of Indonesia responsible for monetary policy and financial system stability.
  • 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: BIO
Triple: [Bilbao Airport, IATAcode, BIO]
Generated description
BIO is the IATA airport code for Bilbao Airport, the main international airport serving the city of Bilbao and the Basque Country in northern Spain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BIO
Target entity description: BIO is the IATA airport code for Bilbao Airport, the main international airport serving the city of Bilbao and the Basque Country in northern Spain.
  • A. Biot
    Biot is a picturesque medieval village in southeastern France’s Alpes-Maritimes department, renowned for its glassblowing tradition and hilltop views near the French Riviera.
  • B. BIE
    BIE is a U.S. federal agency within the Department of the Interior responsible for providing and overseeing education services for Native American students in schools on or near reservations.
  • C. BIE
    BIE is the commonly used acronym for the Bureau International des Expositions, the intergovernmental organization that oversees and regulates World Expos.
  • D. Biu
    Biu is a town in northeastern Nigeria that serves as a local commercial and administrative center in Borno State.
  • E. BI
    BI is the commonly used abbreviation for Bank Indonesia, the central bank of the Republic of Indonesia responsible for monetary policy and financial system stability.
  • 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_69c008cf0ad4819095def81e2bd42f9f completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0643ddaa48190b3ea8061fc1d9dc4 completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5199612948190b5ab22cf401686c2 completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c51e1f031c819099eeec59da88bae9 completed March 26, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69c51eacb37c819080f139b8f4f2f38c completed March 26, 2026, 11:55 a.m.
Created at: March 22, 2026, 4:27 p.m.