Triple

T12466790
Position Surface form Disambiguated ID Type / Status
Subject Kinta Valley E297943 entity
Predicate containsTown P847 FINISHED
Object Simpang Pulai
Simpang Pulai is a town in Perak, Malaysia, known as a gateway to the Cameron Highlands and for its role as a transport and commercial hub in the Kinta Valley region.
 E984754 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: Simpang Pulai | Statement: [Kinta Valley, containsTown, Simpang Pulai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Simpang Pulai
Context triple: [Kinta Valley, containsTown, Simpang Pulai]
  • A. Semenyih
    Semenyih is a rapidly developing town in the state of Selangor, Malaysia, known for its residential growth, educational institutions, and proximity to Kuala Lumpur within the greater Klang Valley region.
  • B. Rantau Panjang
    Rantau Panjang is a Malaysian border town in Kelantan known for its bustling cross-border trade and duty-free shopping near the Thailand border.
  • C. Sungai Buloh
    Sungai Buloh is a town and mukim in Selangor, Malaysia, known for its residential areas, industrial zones, and historical leprosy settlement.
  • D. Rantau
    Rantau is a town in South Kalimantan, Indonesia, known as an administrative and economic center in the region.
  • E. Rantau
    Rantau is a state constituency in Malaysia’s Negeri Sembilan state, represented in the Negeri Sembilan State Legislative Assembly.
  • 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: Simpang Pulai
Triple: [Kinta Valley, containsTown, Simpang Pulai]
Generated description
Simpang Pulai is a town in Perak, Malaysia, known as a gateway to the Cameron Highlands and for its role as a transport and commercial hub in the Kinta Valley region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Simpang Pulai
Target entity description: Simpang Pulai is a town in Perak, Malaysia, known as a gateway to the Cameron Highlands and for its role as a transport and commercial hub in the Kinta Valley region.
  • A. Semenyih
    Semenyih is a rapidly developing town in the state of Selangor, Malaysia, known for its residential growth, educational institutions, and proximity to Kuala Lumpur within the greater Klang Valley region.
  • B. Rantau Panjang
    Rantau Panjang is a Malaysian border town in Kelantan known for its bustling cross-border trade and duty-free shopping near the Thailand border.
  • C. Sungai Buloh
    Sungai Buloh is a town and mukim in Selangor, Malaysia, known for its residential areas, industrial zones, and historical leprosy settlement.
  • D. Rantau
    Rantau is a state constituency in Malaysia’s Negeri Sembilan state, represented in the Negeri Sembilan State Legislative Assembly.
  • E. Rantau
    Rantau is a town in South Kalimantan, Indonesia, known as an administrative and economic center in the region.
  • 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94db979c481908778188794b2c08e completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f1f44f481909c7efdffd2aeac41 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f641a309cc8190b2403e62a6acfe58 completed May 2, 2026, 6:25 p.m.
NED2 Entity disambiguation (via description) batch_69f6427c162c8190ae2c027913d43b9e completed May 2, 2026, 6:29 p.m.
Created at: April 8, 2026, 9:56 p.m.