Triple

T10062892
Position Surface form Disambiguated ID Type / Status
Subject South Kalimantan E213030 entity
Predicate hasMajorCity P316 FINISHED
Object Martapura
Martapura is a prominent town in Indonesia’s South Kalimantan province, known as a center for Islamic education and its traditional diamond and gemstone markets.
E843161 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: Martapura | Statement: [South Kalimantan, hasMajorCity, Martapura]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martapura
Context triple: [South Kalimantan, hasMajorCity, Martapura]
  • A. Banjarbaru
    Banjarbaru is a rapidly developing city in Indonesia that serves as the capital and administrative center of South Kalimantan province on the island of Borneo.
  • B. Padang Besar
    Padang Besar is a border town in northern Malaysia known as a key land gateway and trading hub between Malaysia and Thailand.
  • C. Kotabaru
    Kotabaru is a coastal town and regency capital in Indonesia known for its strategic location on Laut Island and its role as an economic and administrative hub in the region.
  • D. Banjarmasin
    Banjarmasin is a major riverine city in South Kalimantan, Indonesia, known for its historic floating markets and strategic location on the island of Borneo.
  • E. Prabumulih
    Prabumulih is a significant urban and economic center in Indonesia’s South Sumatra province, known particularly for its role in the regional oil and gas industry.
  • 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: Martapura
Triple: [South Kalimantan, hasMajorCity, Martapura]
Generated description
Martapura is a prominent town in Indonesia’s South Kalimantan province, known as a center for Islamic education and its traditional diamond and gemstone markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martapura
Target entity description: Martapura is a prominent town in Indonesia’s South Kalimantan province, known as a center for Islamic education and its traditional diamond and gemstone markets.
  • A. Banjarbaru
    Banjarbaru is a rapidly developing city in Indonesia that serves as the capital and administrative center of South Kalimantan province on the island of Borneo.
  • B. Padang Besar
    Padang Besar is a border town in northern Malaysia known as a key land gateway and trading hub between Malaysia and Thailand.
  • C. Kotabaru
    Kotabaru is a coastal town and regency capital in Indonesia known for its strategic location on Laut Island and its role as an economic and administrative hub in the region.
  • D. Banjarmasin
    Banjarmasin is a major riverine city in South Kalimantan, Indonesia, known for its historic floating markets and strategic location on the island of Borneo.
  • E. Prabumulih
    Prabumulih is a significant urban and economic center in Indonesia’s South Sumatra province, known particularly for its role in the regional oil and gas industry.
  • 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_69ca83977128819084084eb7d1d8c52a completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdcfd4e4ac8190a37061b4082caa48 completed April 2, 2026, 2:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5676eac81909d50bfa7633b6ebe completed April 5, 2026, 10:42 p.m.
NEDg Description generation batch_69d2e73e4d5081909f0068d3bed583d3 completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7eea4d88190a2ec6d22a83934b3 completed April 5, 2026, 10:53 p.m.
Created at: March 30, 2026, 8:58 p.m.