Triple

T22475088
Position Surface form Disambiguated ID Type / Status
Subject Subang Regency E555608 entity
Predicate hasAdministrativeCenter P1474 FINISHED
Object Subang (town)
Subang (town) is an urban center in West Java, Indonesia, serving as the political and economic hub of Subang Regency.
E1538613 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: Subang (town) | Statement: [Subang Regency, hasAdministrativeCenter, Subang (town)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subang (town)
Context triple: [Subang Regency, hasAdministrativeCenter, Subang (town)]
  • A. Subang
    Subang is a town in the state of Selangor, Malaysia, that forms part of the greater Kuala Lumpur metropolitan area and serves as an important suburban and commercial hub.
  • B. Subang Regency
    Subang Regency is an administrative region in West Java, Indonesia, known for its agricultural production, hot springs, and proximity to both mountainous and coastal areas.
  • C. Subang Jaya
    Subang Jaya is a major suburban city in the Klang Valley region of Malaysia, known for its dense residential areas, commercial hubs, and educational institutions.
  • D. Sumedang Regency
    Sumedang Regency is an administrative region in West Java, Indonesia, known for its traditional tofu (tahu Sumedang), cultural heritage, and proximity to the Bandung metropolitan area.
  • E. Cibungbulang
    Cibungbulang is a district-level administrative area located within Bogor Regency in West Java, Indonesia.
  • 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: Subang (town)
Triple: [Subang Regency, hasAdministrativeCenter, Subang (town)]
Generated description
Subang (town) is an urban center in West Java, Indonesia, serving as the political and economic hub of Subang Regency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subang (town)
Target entity description: Subang (town) is an urban center in West Java, Indonesia, serving as the political and economic hub of Subang Regency.
  • A. Subang
    Subang is a town in the state of Selangor, Malaysia, that forms part of the greater Kuala Lumpur metropolitan area and serves as an important suburban and commercial hub.
  • B. Subang Regency
    Subang Regency is an administrative region in West Java, Indonesia, known for its agricultural production, hot springs, and proximity to both mountainous and coastal areas.
  • C. Subang Jaya
    Subang Jaya is a major suburban city in the Klang Valley region of Malaysia, known for its dense residential areas, commercial hubs, and educational institutions.
  • D. Sumedang Regency
    Sumedang Regency is an administrative region in West Java, Indonesia, known for its traditional tofu (tahu Sumedang), cultural heritage, and proximity to the Bandung metropolitan area.
  • E. Cibungbulang
    Cibungbulang is a district-level administrative area located within Bogor Regency in West Java, Indonesia.
  • 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_69e11e52c2048190952dc5df209b9bed completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15be3930c8190ba967196df7e083f completed April 29, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b125dda888190a266454969014eb7 completed May 18, 2026, 1:21 p.m.
NEDg Description generation batch_6a0b1388d8a481908d61f578fde9991d completed May 18, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0b1462413c819086c2de0e62b2648a completed May 18, 2026, 1:30 p.m.
Created at: April 16, 2026, 8:49 p.m.