Triple

T19044762
Position Surface form Disambiguated ID Type / Status
Subject Lake Balkhash E466102 entity
Predicate hasInflow P967 FINISHED
Object Ayagoz River
The Ayagoz River is a river in eastern Kazakhstan that flows westward through the steppe before emptying into Lake Balkhash.
E1375930 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: Ayagoz River | Statement: [Lake Balkhash, hasInflow, Ayagoz River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayagoz River
Context triple: [Lake Balkhash, hasInflow, Ayagoz River]
  • A. Yazgulem River
    The Yazgulem River is a significant mountain river in the Pamir region of Tajikistan, known for draining remote high-altitude valleys before joining the Panj River.
  • B. Ziya River
    The Ziya River is a major river in northern China that serves as one of the principal tributaries feeding into the Hai River system.
  • C. Oyarzun River
    The Oyarzun River is a short coastal river in the Basque Country of northern Spain that flows through the town of Errenteria before reaching the Bay of Biscay.
  • D. Arpaçay River
    The Arpaçay River is a transboundary river in the South Caucasus that forms part of the border between Turkey and Armenia, flowing past the medieval ruins of Ani.
  • E. Berheci River
    The Berheci River is a watercourse in eastern Romania that serves as a tributary of the Bârlad River, flowing through rural areas and contributing to the region’s drainage basin.
  • 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: Ayagoz River
Triple: [Lake Balkhash, hasInflow, Ayagoz River]
Generated description
The Ayagoz River is a river in eastern Kazakhstan that flows westward through the steppe before emptying into Lake Balkhash.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayagoz River
Target entity description: The Ayagoz River is a river in eastern Kazakhstan that flows westward through the steppe before emptying into Lake Balkhash.
  • A. Yazgulem River
    The Yazgulem River is a significant mountain river in the Pamir region of Tajikistan, known for draining remote high-altitude valleys before joining the Panj River.
  • B. Ziya River
    The Ziya River is a major river in northern China that serves as one of the principal tributaries feeding into the Hai River system.
  • C. Oyarzun River
    The Oyarzun River is a short coastal river in the Basque Country of northern Spain that flows through the town of Errenteria before reaching the Bay of Biscay.
  • D. Arpaçay River
    The Arpaçay River is a transboundary river in the South Caucasus that forms part of the border between Turkey and Armenia, flowing past the medieval ruins of Ani.
  • E. Berheci River
    The Berheci River is a watercourse in eastern Romania that serves as a tributary of the Bârlad River, flowing through rural areas and contributing to the region’s drainage basin.
  • 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_69d8dd0359648190bc2a9202c5cf29d2 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d803b2b08190b057d4b5bc555d4f completed April 20, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0733b6f7dc8190844310ea388ffc09 completed May 15, 2026, 2:54 p.m.
NEDg Description generation batch_6a07371d1030819090e79549769dc919 completed May 15, 2026, 3:09 p.m.
NED2 Entity disambiguation (via description) batch_6a07377a8ef881909b45139d32a3d973 completed May 15, 2026, 3:10 p.m.
Created at: April 10, 2026, 12:03 p.m.