Triple

T14940782
Position Surface form Disambiguated ID Type / Status
Subject Tegal E372519 entity
Predicate neighboringRegion P17964 FINISHED
Object Tegal Regency
Tegal Regency is an administrative region in Central Java, Indonesia, known for its agricultural economy, coastal areas along the Java Sea, and cultural ties to the city of Tegal.
E1137222 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: Tegal Regency | Statement: [Tegal, neighboringRegion, Tegal Regency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tegal Regency
Context triple: [Tegal, neighboringRegion, Tegal Regency]
  • A. Semarang Regency
    Semarang Regency is an administrative region in Central Java, Indonesia, surrounding but administratively separate from the city of Semarang and known for its mix of highland and lowland agricultural areas.
  • B. Sukoharjo Regency
    Sukoharjo Regency is an administrative region in Central Java, Indonesia, known for its agricultural landscape and proximity to the city of Surakarta (Solo).
  • C. Tegal
    Tegal is a coastal city in Central Java, Indonesia, known as a regional transport hub and trading center on the north coast railway line.
  • D. Cirebon Regency
    Cirebon Regency is an administrative region in West Java, Indonesia, known for its coastal location, rich Cirebonese culture, and historical role as a trading and Islamic cultural center.
  • E. Kebumen
    Kebumen is a regency-level town in southern Central Java, Indonesia, known for its agricultural surroundings, coastal areas, and proximity to karst landscapes and caves.
  • 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: Tegal Regency
Triple: [Tegal, neighboringRegion, Tegal Regency]
Generated description
Tegal Regency is an administrative region in Central Java, Indonesia, known for its agricultural economy, coastal areas along the Java Sea, and cultural ties to the city of Tegal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tegal Regency
Target entity description: Tegal Regency is an administrative region in Central Java, Indonesia, known for its agricultural economy, coastal areas along the Java Sea, and cultural ties to the city of Tegal.
  • A. Semarang Regency
    Semarang Regency is an administrative region in Central Java, Indonesia, surrounding but administratively separate from the city of Semarang and known for its mix of highland and lowland agricultural areas.
  • B. Sukoharjo Regency
    Sukoharjo Regency is an administrative region in Central Java, Indonesia, known for its agricultural landscape and proximity to the city of Surakarta (Solo).
  • C. Tegal
    Tegal is a coastal city in Central Java, Indonesia, known as a regional transport hub and trading center on the north coast railway line.
  • D. Cirebon Regency
    Cirebon Regency is an administrative region in West Java, Indonesia, known for its coastal location, rich Cirebonese culture, and historical role as a trading and Islamic cultural center.
  • E. Kebumen
    Kebumen is a regency-level town in southern Central Java, Indonesia, known for its agricultural surroundings, coastal areas, and proximity to karst landscapes and caves.
  • 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_69d85cc9da0c81908d583ca3f63a3908 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded64a2f24819099b21566756668a2 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69feae048fa08190ba5719ca9868b50d completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feb1cb580c8190800e5b09ef5d7a4c completed May 9, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_69feb249743081908c5bc990728fb11c completed May 9, 2026, 4:04 a.m.
Created at: April 10, 2026, 2:38 a.m.