Triple

T15396248
Position Surface form Disambiguated ID Type / Status
Subject Sultan Aji Muhammad Sulaiman Sepinggan International Airport E368183 entity
Predicate IATAcode P418 FINISHED
Object BPN
BPN is the IATA airport code for Sultan Aji Muhammad Sulaiman Sepinggan International Airport serving Balikpapan in East Kalimantan, Indonesia.
E1154289 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: BPN | Statement: [Sultan Aji Muhammad Sulaiman Sepinggan International Airport, IATAcode, BPN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BPN
Context triple: [Sultan Aji Muhammad Sulaiman Sepinggan International Airport, IATAcode, BPN]
  • A. BPN
    BPN is the National Rail station code for Blackpool North railway station, a primary rail terminus serving the seaside town of Blackpool in Lancashire, England.
  • B. BNP
    BNP is the stock ticker symbol for BNP Paribas, a major French international banking and financial services group.
  • C. BNP
    BNP is the National Rail station code assigned to Barnstaple railway station in Devon, England.
  • D. BNP
    BNP is the three-letter IATA airport code assigned to Bannu Airport in Pakistan.
  • E. BDN
    BDN is the National Rail station code for Brading railway station on the Isle of Wight, England.
  • 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: BPN
Triple: [Sultan Aji Muhammad Sulaiman Sepinggan International Airport, IATAcode, BPN]
Generated description
BPN is the IATA airport code for Sultan Aji Muhammad Sulaiman Sepinggan International Airport serving Balikpapan in East Kalimantan, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BPN
Target entity description: BPN is the IATA airport code for Sultan Aji Muhammad Sulaiman Sepinggan International Airport serving Balikpapan in East Kalimantan, Indonesia.
  • A. BPN
    BPN is the National Rail station code for Blackpool North railway station, a primary rail terminus serving the seaside town of Blackpool in Lancashire, England.
  • B. BNP
    BNP is the stock ticker symbol for BNP Paribas, a major French international banking and financial services group.
  • C. BNP
    BNP is the National Rail station code assigned to Barnstaple railway station in Devon, England.
  • D. BNP
    BNP is the three-letter IATA airport code assigned to Bannu Airport in Pakistan.
  • E. BDN
    BDN is the National Rail station code for Brading railway station on the Isle of Wight, England.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8ac79081908ac79c0b3e7587ff completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff13523f548190beafd130f8741465 completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff141babdc8190bac03e8a294984ce completed May 9, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69ff14d3e78881909692d5594bc941d8 completed May 9, 2026, 11:04 a.m.
Created at: April 10, 2026, 3:19 a.m.