Triple

T13587769
Position Surface form Disambiguated ID Type / Status
Subject Government of Semarang E324613 entity
Predicate hasPart P35 FINISHED
Object Semarang City Council
Semarang City Council is the municipal legislative body responsible for making local laws, overseeing the city government, and representing the interests of residents in Semarang, Indonesia.
E1049161 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: Semarang City Council | Statement: [Government of Semarang, hasPart, Semarang City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Semarang City Council
Context triple: [Government of Semarang, hasPart, Semarang City Council]
  • A. Government of Semarang
    The Government of Semarang is the municipal administrative authority responsible for governing and managing public services, development, and local policies in the city of Semarang, Indonesia.
  • B. 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.
  • C. Mayor of Semarang
    The Mayor of Semarang is the chief executive official responsible for governing and administering the city of Semarang in Central Java, Indonesia.
  • D. Subang Jaya City Council
    Subang Jaya City Council is the local government authority responsible for administering and managing municipal services, development, and regulations within the city of Subang Jaya, Malaysia.
  • E. Government of Surabaya
    The Government of Surabaya is the municipal authority responsible for administering Indonesia’s second-largest city, overseeing public services, urban development, and the preservation of key historical sites.
  • 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: Semarang City Council
Triple: [Government of Semarang, hasPart, Semarang City Council]
Generated description
Semarang City Council is the municipal legislative body responsible for making local laws, overseeing the city government, and representing the interests of residents in Semarang, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Semarang City Council
Target entity description: Semarang City Council is the municipal legislative body responsible for making local laws, overseeing the city government, and representing the interests of residents in Semarang, Indonesia.
  • A. Government of Semarang
    The Government of Semarang is the municipal administrative authority responsible for governing and managing public services, development, and local policies in the city of Semarang, Indonesia.
  • B. 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.
  • C. Mayor of Semarang
    The Mayor of Semarang is the chief executive official responsible for governing and administering the city of Semarang in Central Java, Indonesia.
  • D. Subang Jaya City Council
    Subang Jaya City Council is the local government authority responsible for administering and managing municipal services, development, and regulations within the city of Subang Jaya, Malaysia.
  • E. Government of Surabaya
    The Government of Surabaya is the municipal authority responsible for administering Indonesia’s second-largest city, overseeing public services, urban development, and the preservation of key historical sites.
  • 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_69d80769100c819099111274614f5ed2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb054c6008190839384ce26e8f71a completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc347b881908267455f3bdd50e8 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77642e4b881909915c686a0d6c6fa completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f7792110e48190a29b6e89c6ebcc03 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:49 p.m.