Triple

T15312138
Position Surface form Disambiguated ID Type / Status
Subject Betong, Sarawak, Malaysia E366062 entity
Predicate transport P230 FINISHED
Object Pan Borneo Highway (nearby sections)
The Pan Borneo Highway (nearby sections) refers to stretches of the major trans-Borneo roadway that run close to Betong in Sarawak, enhancing regional connectivity and access across Malaysian Borneo.
 E1150743 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: Pan Borneo Highway (nearby sections) | Statement: [Betong, Sarawak, Malaysia, transport, Pan Borneo Highway (nearby sections)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pan Borneo Highway (nearby sections)
Context triple: [Betong, Sarawak, Malaysia, transport, Pan Borneo Highway (nearby sections)]
  • A. Lahad Datu–Tawau road
    The Lahad Datu–Tawau road is a major highway in Sabah, Malaysia, linking the coastal town of Lahad Datu with the southeastern town of Tawau and serving as an important route for regional travel and commerce.
  • B. Lahad Datu–Sandakan road
    The Lahad Datu–Sandakan road is a major highway in Sabah, Malaysia, linking the coastal towns of Lahad Datu and Sandakan and serving as an important route for regional travel and commerce.
  • C. Trans-Sulawesi Highway
    The Trans-Sulawesi Highway is a major road network spanning the Indonesian island of Sulawesi, linking key cities and regions to support transportation, trade, and regional development.
  • D. Trans-Sumatran Highway
    The Trans-Sumatran Highway is a major road corridor that spans the length of Sumatra, connecting key cities and regions across the Indonesian island to support transportation and economic activity.
  • E. Malaysia Federal Route E3
    Malaysia Federal Route E3 is a major expressway in southern Peninsular Malaysia that connects Johor Bahru to the Malaysia–Singapore Second Link, facilitating cross-border traffic between Malaysia and Singapore.
  • 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: Pan Borneo Highway (nearby sections)
Triple: [Betong, Sarawak, Malaysia, transport, Pan Borneo Highway (nearby sections)]
Generated description
The Pan Borneo Highway (nearby sections) refers to stretches of the major trans-Borneo roadway that run close to Betong in Sarawak, enhancing regional connectivity and access across Malaysian Borneo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pan Borneo Highway (nearby sections)
Target entity description: The Pan Borneo Highway (nearby sections) refers to stretches of the major trans-Borneo roadway that run close to Betong in Sarawak, enhancing regional connectivity and access across Malaysian Borneo.
  • A. Lahad Datu–Tawau road
    The Lahad Datu–Tawau road is a major highway in Sabah, Malaysia, linking the coastal town of Lahad Datu with the southeastern town of Tawau and serving as an important route for regional travel and commerce.
  • B. Lahad Datu–Sandakan road
    The Lahad Datu–Sandakan road is a major highway in Sabah, Malaysia, linking the coastal towns of Lahad Datu and Sandakan and serving as an important route for regional travel and commerce.
  • C. Trans-Sulawesi Highway
    The Trans-Sulawesi Highway is a major road network spanning the Indonesian island of Sulawesi, linking key cities and regions to support transportation, trade, and regional development.
  • D. Trans-Sumatran Highway
    The Trans-Sumatran Highway is a major road corridor that spans the length of Sumatra, connecting key cities and regions across the Indonesian island to support transportation and economic activity.
  • E. Malaysia Federal Route E3
    Malaysia Federal Route E3 is a major expressway in southern Peninsular Malaysia that connects Johor Bahru to the Malaysia–Singapore Second Link, facilitating cross-border traffic between Malaysia and Singapore.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03cd2d5a88190aead748920f93d47 completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8a3da3881909b50cfbec0543adc completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefdb82b2081908084a12a58ad3477 completed May 9, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69fefe6c42708190bd893885fc5bc88e completed May 9, 2026, 9:29 a.m.
Created at: April 10, 2026, 3:16 a.m.