Triple

T2295301
Position Surface form Disambiguated ID Type / Status
Subject Turkish Airlines E51598 entity
Predicate stockExchange P524 FINISHED
Object Borsa Istanbul
Borsa Istanbul is Turkey’s main securities exchange, where stocks, including those of major companies like Turkish Airlines, are publicly traded.
 E253625 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: Borsa Istanbul | Statement: [Turkish Airlines, stockExchange, Borsa Istanbul]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Borsa Istanbul
Context triple: [Turkish Airlines, stockExchange, Borsa Istanbul]
  • A. Tadawul
    Tadawul is the Saudi Stock Exchange, the Kingdom of Saudi Arabia’s sole securities market and one of the largest stock exchanges in the Middle East.
  • B. Borsa Italiana
    Borsa Italiana is Italy’s main stock exchange, based in Milan and a key marketplace for trading Italian and international securities.
  • C. Tel Aviv Stock Exchange
    The Tel Aviv Stock Exchange is Israel’s primary securities exchange, serving as the central marketplace for trading stocks, bonds, and other financial instruments in the country.
  • D. Bahrain Bourse
    Bahrain Bourse is the stock exchange of the Kingdom of Bahrain, providing a regulated marketplace for trading securities and other financial instruments.
  • E. Casablanca Stock Exchange
    The Casablanca Stock Exchange is Morocco's principal securities market and one of the largest and most important financial exchanges in Africa.
  • 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: Borsa Istanbul
Triple: [Turkish Airlines, stockExchange, Borsa Istanbul]
Generated description
Borsa Istanbul is Turkey’s main securities exchange, where stocks, including those of major companies like Turkish Airlines, are publicly traded.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Borsa Istanbul
Target entity description: Borsa Istanbul is Turkey’s main securities exchange, where stocks, including those of major companies like Turkish Airlines, are publicly traded.
  • A. Tadawul
    Tadawul is the Saudi Stock Exchange, the Kingdom of Saudi Arabia’s sole securities market and one of the largest stock exchanges in the Middle East.
  • B. Borsa Italiana
    Borsa Italiana is Italy’s main stock exchange, based in Milan and a key marketplace for trading Italian and international securities.
  • C. Tel Aviv Stock Exchange
    The Tel Aviv Stock Exchange is Israel’s primary securities exchange, serving as the central marketplace for trading stocks, bonds, and other financial instruments in the country.
  • D. Bahrain Bourse
    Bahrain Bourse is the stock exchange of the Kingdom of Bahrain, providing a regulated marketplace for trading securities and other financial instruments.
  • E. Casablanca Stock Exchange
    The Casablanca Stock Exchange is Morocco's principal securities market and one of the largest and most important financial exchanges in Africa.
  • 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_69a88b0a9f248190bcff941463d8f65a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc5dc40f881908a3dcc518bbead55 completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f28db6c81909dbe55c704307da6 completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae7fd6e8608190b48f3a50ee62d664 completed March 9, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69ae804b402c81909a5fc68c6ee3decb completed March 9, 2026, 8:09 a.m.
Created at: March 4, 2026, 7:49 p.m.