Triple

T10617114
Position Surface form Disambiguated ID Type / Status
Subject Atyrau E276148 entity
Predicate regionCode P208 FINISHED
Object ATY
ATY is the regional code used to designate Atyrau, an oil-rich region and city in western Kazakhstan located near the Caspian Sea.
 E876091 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: ATY | Statement: [Atyrau, regionCode, ATY]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ATY
Context triple: [Atyrau, regionCode, ATY]
  • A. AYTO
    AYTO is a reality dating competition series where singles try to identify their predetermined perfect matches to win a shared cash prize.
  • B. AYT
    AYT is the IATA airport code for Antalya Airport, a major international gateway serving the resort city of Antalya on Turkey’s Mediterranean coast.
  • C. ATZ
    ATZ is the IATA airport code for Assiut Airport, a regional airport serving the city of Assiut in Egypt.
  • D. ATN
    ATN most likely refers to Augmented Transition Network, a type of finite state machine used in computational linguistics and natural language processing for parsing sentences.
  • E. ATN
    ATN is the fictional conservative cable news network owned by media mogul Logan Roy in the television series "Succession."
  • 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: ATY
Triple: [Atyrau, regionCode, ATY]
Generated description
ATY is the regional code used to designate Atyrau, an oil-rich region and city in western Kazakhstan located near the Caspian Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ATY
Target entity description: ATY is the regional code used to designate Atyrau, an oil-rich region and city in western Kazakhstan located near the Caspian Sea.
  • A. AYTO
    AYTO is a reality dating competition series where singles try to identify their predetermined perfect matches to win a shared cash prize.
  • B. AYT
    AYT is the IATA airport code for Antalya Airport, a major international gateway serving the resort city of Antalya on Turkey’s Mediterranean coast.
  • C. ATZ
    ATZ is the IATA airport code for Assiut Airport, a regional airport serving the city of Assiut in Egypt.
  • D. ATN
    ATN most likely refers to Augmented Transition Network, a type of finite state machine used in computational linguistics and natural language processing for parsing sentences.
  • E. ATN
    ATN is the fictional conservative cable news network owned by media mogul Logan Roy in the television series "Succession."
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6df6e2df4819099a19b59d90d0dd1 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b7bb7108190b0f1cbe4117abec0 completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96dee84f48190bf5b0cb1115a8bba completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d9708824208190acf75933962d690f completed April 10, 2026, 9:50 p.m.
Created at: April 8, 2026, 7:33 p.m.