Triple

T9012937
Position Surface form Disambiguated ID Type / Status
Subject Kajang E215518 entity
Predicate locatedOnRiver P165 FINISHED
Object Langat River
The Langat River is a major river in the state of Selangor, Malaysia, flowing through several towns and serving as an important source of water and local economic activity.
E773627 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: Langat River | Statement: [Kajang, locatedOnRiver, Langat River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Langat River
Context triple: [Kajang, locatedOnRiver, Langat River]
  • A. Gombak River
    The Gombak River is a Malaysian river that flows through the Klang Valley and historically contributed to the founding and development of Kuala Lumpur at its confluence with the Klang River.
  • B. Dungun River
    Dungun River is a river in the Malaysian state of Terengganu, known for flowing through the Dungun district toward the South China Sea.
  • C. Endau River
    The Endau River is a major river in southern Peninsular Malaysia that flows through the biodiverse Endau-Rompin rainforest region before reaching the South China Sea.
  • D. Pahang River
    The Pahang River is one of Peninsular Malaysia’s longest and most significant rivers, flowing through the state of Pahang and serving as an important waterway for transport, agriculture, and local communities.
  • E. Johor River
    The Johor River is a major waterway in the southern Malaysian state of Johor, historically significant as a strategic and economic lifeline for the region.
  • 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: Langat River
Triple: [Kajang, locatedOnRiver, Langat River]
Generated description
The Langat River is a major river in the state of Selangor, Malaysia, flowing through several towns and serving as an important source of water and local economic activity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Langat River
Target entity description: The Langat River is a major river in the state of Selangor, Malaysia, flowing through several towns and serving as an important source of water and local economic activity.
  • A. Gombak River
    The Gombak River is a Malaysian river that flows through the Klang Valley and historically contributed to the founding and development of Kuala Lumpur at its confluence with the Klang River.
  • B. Dungun River
    Dungun River is a river in the Malaysian state of Terengganu, known for flowing through the Dungun district toward the South China Sea.
  • C. Endau River
    The Endau River is a major river in southern Peninsular Malaysia that flows through the biodiverse Endau-Rompin rainforest region before reaching the South China Sea.
  • D. Pahang River
    The Pahang River is one of Peninsular Malaysia’s longest and most significant rivers, flowing through the state of Pahang and serving as an important waterway for transport, agriculture, and local communities.
  • E. Johor River
    The Johor River is a major waterway in the southern Malaysian state of Johor, historically significant as a strategic and economic lifeline for the region.
  • 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_69ca83a2bf088190986ee7a8eb90407d completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69f96980819093bfc49d48570c65 completed April 1, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdba11a6481909cac624530a77ffe completed April 3, 2026, 3:24 p.m.
NEDg Description generation batch_69cfdc9868fc8190addad6b87b567277 completed April 3, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_69cfe0aafe4c81908a5b31590f6c9152 completed April 3, 2026, 3:45 p.m.
Created at: March 30, 2026, 7:06 p.m.