Triple

T8850862
Position Surface form Disambiguated ID Type / Status
Subject Mahakam languages E210632 entity
Predicate areSpokenAlong P38694 FINISHED
Object upper Mahakam River
The upper Mahakam River is a remote upriver region of the Mahakam in East Kalimantan, Indonesian Borneo, known for its indigenous Dayak communities and their traditional river-based way of life.
E763494 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: upper Mahakam River | Statement: [Mahakam languages, areSpokenAlong, upper Mahakam River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: upper Mahakam River
Context triple: [Mahakam languages, areSpokenAlong, upper Mahakam River]
  • A. Borne River
    Borne River is a small alpine river in southeastern France that flows through the Haute-Savoie region before joining the Arve River.
  • B. Sarawak River
    The Sarawak River is a key waterway in the Malaysian state of Sarawak, flowing through Kuching and serving as an important route for transport, commerce, and tourism.
  • C. Kapuas River
    The Kapuas River is the longest river in Indonesia and one of the major waterways of Borneo, flowing through dense tropical rainforest and supporting rich biodiversity and local communities.
  • D. Kinabatangan River
    The Kinabatangan River is the longest river in Sabah, Malaysia, renowned for its rich biodiversity and wildlife-filled floodplains and rainforests.
  • E. Barito River
    The Barito River is one of the largest and longest rivers in Borneo, flowing through the Indonesian province of South Kalimantan and serving as a vital transportation 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: upper Mahakam River
Triple: [Mahakam languages, areSpokenAlong, upper Mahakam River]
Generated description
The upper Mahakam River is a remote upriver region of the Mahakam in East Kalimantan, Indonesian Borneo, known for its indigenous Dayak communities and their traditional river-based way of life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: upper Mahakam River
Target entity description: The upper Mahakam River is a remote upriver region of the Mahakam in East Kalimantan, Indonesian Borneo, known for its indigenous Dayak communities and their traditional river-based way of life.
  • A. Borne River
    Borne River is a small alpine river in southeastern France that flows through the Haute-Savoie region before joining the Arve River.
  • B. Sarawak River
    The Sarawak River is a key waterway in the Malaysian state of Sarawak, flowing through Kuching and serving as an important route for transport, commerce, and tourism.
  • C. Kapuas River
    The Kapuas River is the longest river in Indonesia and one of the major waterways of Borneo, flowing through dense tropical rainforest and supporting rich biodiversity and local communities.
  • D. Kinabatangan River
    The Kinabatangan River is the longest river in Sabah, Malaysia, renowned for its rich biodiversity and wildlife-filled floodplains and rainforests.
  • E. Barito River
    The Barito River is one of the largest and longest rivers in Borneo, flowing through the Indonesian province of South Kalimantan and serving as a vital transportation 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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60c2300c819097b1ca6ebe2f749a completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa08315fc8190b901adfc76348e18 completed April 3, 2026, 11:12 a.m.
NEDg Description generation batch_69cfa2a53044819099aa7bb401cd4ba6 completed April 3, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69cfa3a03b7c819085fa31d853c79392 completed April 3, 2026, 11:25 a.m.
Created at: March 30, 2026, 6:49 p.m.