Triple

T8838510
Position Surface form Disambiguated ID Type / Status
Subject Klang E210327 entity
Predicate governingBody P46 FINISHED
Object Klang Municipal Council
Klang Municipal Council is the local government authority responsible for administering and managing municipal services, development, and regulations in the town and district of Klang, Selangor, Malaysia.
E761361 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: Klang Municipal Council | Statement: [Klang, governingBody, Klang Municipal Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klang Municipal Council
Context triple: [Klang, governingBody, Klang Municipal Council]
  • A. Alor Setar City Council
    Alor Setar City Council is the local government authority responsible for administering and managing the city of Alor Setar and its surrounding areas in the state of Kedah, Malaysia.
  • B. Kuala Krai District Council
    Kuala Krai District Council is the local government authority responsible for administering and managing municipal services and development in the Kuala Krai district of Kelantan, Malaysia.
  • C. Seremban City Council
    Seremban City Council is the local government authority responsible for administering and managing the city of Seremban and its surrounding areas in Negeri Sembilan, Malaysia.
  • D. Ipoh City Council
    Ipoh City Council is the local government authority responsible for administering and managing municipal services and development in the city of Ipoh, Malaysia.
  • E. Kuching South City Council
    Kuching South City Council is the local government authority responsible for administering and managing municipal services and development in the southern part of Kuching, Sarawak, Malaysia.
  • 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: Klang Municipal Council
Triple: [Klang, governingBody, Klang Municipal Council]
Generated description
Klang Municipal Council is the local government authority responsible for administering and managing municipal services, development, and regulations in the town and district of Klang, Selangor, Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klang Municipal Council
Target entity description: Klang Municipal Council is the local government authority responsible for administering and managing municipal services, development, and regulations in the town and district of Klang, Selangor, Malaysia.
  • A. Alor Setar City Council
    Alor Setar City Council is the local government authority responsible for administering and managing the city of Alor Setar and its surrounding areas in the state of Kedah, Malaysia.
  • B. Kuala Krai District Council
    Kuala Krai District Council is the local government authority responsible for administering and managing municipal services and development in the Kuala Krai district of Kelantan, Malaysia.
  • C. Seremban City Council
    Seremban City Council is the local government authority responsible for administering and managing the city of Seremban and its surrounding areas in Negeri Sembilan, Malaysia.
  • D. Ipoh City Council
    Ipoh City Council is the local government authority responsible for administering and managing municipal services and development in the city of Ipoh, Malaysia.
  • E. Kuching South City Council
    Kuching South City Council is the local government authority responsible for administering and managing municipal services and development in the southern part of Kuching, Sarawak, Malaysia.
  • 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_69ca8388549c819095fd94eadefbb007 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc606c60ac8190b2b6bd7f042c02f8 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89933e8c81909672bcec70f7d5ce completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8bb6d7dc8190a91864130513fa4e completed April 3, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf8ca3e2788190a33fb28132944759 completed April 3, 2026, 9:47 a.m.
Created at: March 30, 2026, 6:48 p.m.