Triple

T8808463
Position Surface form Disambiguated ID Type / Status
Subject Sultan Ismail Petra Airport E209593 entity
Predicate near P350 FINISHED
Object Pengkalan Chepa
Pengkalan Chepa is a suburban area in Kota Bharu, Kelantan, Malaysia, known for hosting the city’s main airport and various residential and educational facilities.
 E759475 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: Pengkalan Chepa | Statement: [Sultan Ismail Petra Airport, near, Pengkalan Chepa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pengkalan Chepa
Context triple: [Sultan Ismail Petra Airport, near, Pengkalan Chepa]
  • A. San Juan Cosalá
    San Juan Cosalá is a lakeside town in Jalisco, Mexico, known for its thermal springs, traditional Mexican village atmosphere, and scenic views along the northern shore of Lake Chapala.
  • B. Puerto Díaz
    Puerto Díaz is a small lakeside settlement in Nicaragua located near Zapatera Island in Lake Nicaragua.
  • C. Yelapa
    Yelapa is a small, secluded beach village on Mexico’s Pacific coast known for its laid-back atmosphere, scenic bay setting, and appeal as an off-the-beaten-path getaway.
  • D. Puerto Ángel
    Puerto Ángel is a small coastal town and fishing port on the Pacific coast of Oaxaca, Mexico, known for its tranquil beaches and laid-back atmosphere.
  • E. Tafoya
    Tafoya is the surname of Michele Tafoya, a prominent American sportscaster best known for her work as an NFL sideline reporter.
  • 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: Pengkalan Chepa
Triple: [Sultan Ismail Petra Airport, near, Pengkalan Chepa]
Generated description
Pengkalan Chepa is a suburban area in Kota Bharu, Kelantan, Malaysia, known for hosting the city’s main airport and various residential and educational facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pengkalan Chepa
Target entity description: Pengkalan Chepa is a suburban area in Kota Bharu, Kelantan, Malaysia, known for hosting the city’s main airport and various residential and educational facilities.
  • A. San Juan Cosalá
    San Juan Cosalá is a lakeside town in Jalisco, Mexico, known for its thermal springs, traditional Mexican village atmosphere, and scenic views along the northern shore of Lake Chapala.
  • B. Puerto Díaz
    Puerto Díaz is a small lakeside settlement in Nicaragua located near Zapatera Island in Lake Nicaragua.
  • C. Yelapa
    Yelapa is a small, secluded beach village on Mexico’s Pacific coast known for its laid-back atmosphere, scenic bay setting, and appeal as an off-the-beaten-path getaway.
  • D. Puerto Ángel
    Puerto Ángel is a small coastal town and fishing port on the Pacific coast of Oaxaca, Mexico, known for its tranquil beaches and laid-back atmosphere.
  • E. Tafoya
    Tafoya is the surname of Michele Tafoya, a prominent American sportscaster best known for her work as an NFL sideline reporter.
  • 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_69ca8363f3308190a47e3f1ebd51f613 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fd4cbec8190a929d4e60da8ad65 completed March 31, 2026, 11:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6fa0e4308190bd01c2d107c8c02d completed April 3, 2026, 7:43 a.m.
NEDg Description generation batch_69cf718a6f2c81908f8b8d08a1437749 completed April 3, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69cf7275fea08190b8999fb30663ff17 completed April 3, 2026, 7:55 a.m.
Created at: March 30, 2026, 6:45 p.m.