Triple

T7856425
Position Surface form Disambiguated ID Type / Status
Subject Benazir Bhutto International Airport E182386 entity
Predicate IATAcode P418 FINISHED
Object ISB
ISB is the IATA airport code for Islamabad International Airport, the main international gateway serving Pakistan’s capital city.
 E700822 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: ISB | Statement: [Benazir Bhutto International Airport, IATAcode, ISB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ISB
Context triple: [Benazir Bhutto International Airport, IATAcode, ISB]
  • A. IBA International Business Academy
    IBA International Business Academy is a Danish higher education institution offering business-oriented degree programs and professional courses with a strong focus on internationalization and practical collaboration with industry.
  • B. I.S.I.
    I.S.I. is the commonly used abbreviation for Pakistan’s premier intelligence agency, the Inter-Services Intelligence.
  • C. Indian School of Business
    The Indian School of Business is a premier private business school in India renowned for its globally ranked MBA and executive education programs.
  • D. IS
    IS is the two-letter ISO 3166-1 alpha-2 country code representing Iceland in international standards and systems.
  • E. IS
    IS is the commonly used abbreviation for the extremist militant group known as the Islamic State.
  • 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: ISB
Triple: [Benazir Bhutto International Airport, IATAcode, ISB]
Generated description
ISB is the IATA airport code for Islamabad International Airport, the main international gateway serving Pakistan’s capital city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ISB
Target entity description: ISB is the IATA airport code for Islamabad International Airport, the main international gateway serving Pakistan’s capital city.
  • A. IBA International Business Academy
    IBA International Business Academy is a Danish higher education institution offering business-oriented degree programs and professional courses with a strong focus on internationalization and practical collaboration with industry.
  • B. I.S.I.
    I.S.I. is the commonly used abbreviation for Pakistan’s premier intelligence agency, the Inter-Services Intelligence.
  • C. Indian School of Business
    The Indian School of Business is a premier private business school in India renowned for its globally ranked MBA and executive education programs.
  • D. IS
    IS is the two-letter ISO 3166-1 alpha-2 country code representing Iceland in international standards and systems.
  • E. IS
    IS is the commonly used abbreviation for the extremist militant group known as the Islamic State.
  • 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_69ca82887fd48190975896bf38c4596b completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb1a75de548190af5653409a3b3881 completed March 31, 2026, 12:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b2e2980819083369668938bae9c completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762fda2c81908ed508e12cabb938 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf706e888190bfd08d9d78945c49 completed March 31, 2026, 12:34 p.m.
Created at: March 30, 2026, 4:52 p.m.