Triple

T2986812
Position Surface form Disambiguated ID Type / Status
Subject Ankara Metro E80644 entity
Predicate operator P179 FINISHED
Object EGO General Directorate
EGO General Directorate is the public transportation authority of Ankara responsible for managing and operating the city's metro and other urban transit services.
 E315530 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: EGO General Directorate | Statement: [Ankara Metro, operator, EGO General Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: EGO General Directorate
Context triple: [Ankara Metro, operator, EGO General Directorate]
  • A. ESHOT General Directorate
    ESHOT General Directorate is the public transportation authority responsible for operating and managing bus services in İzmir, Turkey.
  • B. Turkish Gendarmerie
    The Turkish Gendarmerie is a national military law enforcement agency responsible for maintaining public order, security, and law enforcement in rural areas of Turkey.
  • C. Egyptian General Intelligence Service
    The Egyptian General Intelligence Service is Egypt’s primary civilian intelligence agency, responsible for foreign intelligence, national security, and counterterrorism operations.
  • D. G-24 Secretariat
    The G-24 Secretariat is the administrative body that supports and coordinates the activities, research, and policy work of the Intergovernmental Group of Twenty-Four on International Monetary Affairs and Development.
  • E. Ministry of National Defence of Turkey
    The Ministry of National Defence of Turkey is the government body responsible for formulating and implementing Turkey’s defense policy and overseeing its armed forces.
  • 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: EGO General Directorate
Triple: [Ankara Metro, operator, EGO General Directorate]
Generated description
EGO General Directorate is the public transportation authority of Ankara responsible for managing and operating the city's metro and other urban transit services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: EGO General Directorate
Target entity description: EGO General Directorate is the public transportation authority of Ankara responsible for managing and operating the city's metro and other urban transit services.
  • A. ESHOT General Directorate
    ESHOT General Directorate is the public transportation authority responsible for operating and managing bus services in İzmir, Turkey.
  • B. Turkish Gendarmerie
    The Turkish Gendarmerie is a national military law enforcement agency responsible for maintaining public order, security, and law enforcement in rural areas of Turkey.
  • C. Egyptian General Intelligence Service
    The Egyptian General Intelligence Service is Egypt’s primary civilian intelligence agency, responsible for foreign intelligence, national security, and counterterrorism operations.
  • D. G-24 Secretariat
    The G-24 Secretariat is the administrative body that supports and coordinates the activities, research, and policy work of the Intergovernmental Group of Twenty-Four on International Monetary Affairs and Development.
  • E. Ministry of National Defence of Turkey
    The Ministry of National Defence of Turkey is the government body responsible for formulating and implementing Turkey’s defense policy and overseeing its armed forces.
  • 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_69ad8b16c3488190b47b6aa7a59a335b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99c88f608190bf734e0b744bf3d1 completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108fb46b08190bcbd00e69cf06047 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b1098429f0819086767078b9687674 completed March 11, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69b109ea926481909c85a9aa28027d41 completed March 11, 2026, 6:21 a.m.
Created at: March 8, 2026, 2:59 p.m.