Triple

T23386167
Position Surface form Disambiguated ID Type / Status
Subject Lundayeh people E593886 entity
Predicate mainRegion P1103 FINISHED
Object Temburong District
Temburong District is a sparsely populated, heavily forested administrative district in eastern Brunei, known for its rich biodiversity and indigenous communities.
E1583211 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: Temburong District | Statement: [Lundayeh people, mainRegion, Temburong District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Temburong District
Context triple: [Lundayeh people, mainRegion, Temburong District]
  • A. Selangau District
    Selangau District is an administrative district in the central region of Sarawak, Malaysia, falling under the jurisdiction of the larger Sibu Division.
  • B. Penampang District
    Penampang District is an administrative district in the Malaysian state of Sabah, located near Kota Kinabalu and known as a cultural heartland of the Kadazan-Dusun people.
  • C. Tawau District
    Tawau District is an administrative district in the Malaysian state of Sabah that encompasses the town of Tawau and its surrounding areas on the southeastern coast of Borneo.
  • D. Manjung District
    Manjung District is a coastal administrative district in the state of Perak, Malaysia, known for its maritime economy, tourism, and nearby island destinations.
  • E. Lahad Datu District
    Lahad Datu District is an administrative district in Sabah, Malaysia, known for encompassing rich biodiversity hotspots such as the Danum Valley Conservation Area.
  • 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: Temburong District
Triple: [Lundayeh people, mainRegion, Temburong District]
Generated description
Temburong District is a sparsely populated, heavily forested administrative district in eastern Brunei, known for its rich biodiversity and indigenous communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Temburong District
Target entity description: Temburong District is a sparsely populated, heavily forested administrative district in eastern Brunei, known for its rich biodiversity and indigenous communities.
  • A. Selangau District
    Selangau District is an administrative district in the central region of Sarawak, Malaysia, falling under the jurisdiction of the larger Sibu Division.
  • B. Penampang District
    Penampang District is an administrative district in the Malaysian state of Sabah, located near Kota Kinabalu and known as a cultural heartland of the Kadazan-Dusun people.
  • C. Tawau District
    Tawau District is an administrative district in the Malaysian state of Sabah that encompasses the town of Tawau and its surrounding areas on the southeastern coast of Borneo.
  • D. Manjung District
    Manjung District is a coastal administrative district in the state of Perak, Malaysia, known for its maritime economy, tourism, and nearby island destinations.
  • E. Lahad Datu District
    Lahad Datu District is an administrative district in Sabah, Malaysia, known for encompassing rich biodiversity hotspots such as the Danum Valley Conservation Area.
  • 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_69e25d2754fc819085deea939bde60ab completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a498286c8190abfa381649812cf0 completed April 29, 2026, 6:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5de7b5e081908f965d84cb11ed9d completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c6086e718819093bbd0f3431739cf completed May 19, 2026, 1:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0c60f685c881909ef5c259da2e661b completed May 19, 2026, 1:09 p.m.
Created at: April 17, 2026, 5:35 p.m.