Triple

T7801410
Position Surface form Disambiguated ID Type / Status
Subject U-Tapao–Rayong–Pattaya International Airport E180440 entity
Predicate locatedNear P294 FINISHED
Object Ban Chang
Ban Chang is a coastal town and district in Rayong Province, eastern Thailand, known for its proximity to major industrial estates and U-Tapao–Rayong–Pattaya International Airport.
 E694219 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: Ban Chang | Statement: [U-Tapao–Rayong–Pattaya International Airport, locatedNear, Ban Chang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ban Chang
Context triple: [U-Tapao–Rayong–Pattaya International Airport, locatedNear, Ban Chang]
  • A. Shu Chien
    Shu Chien is a renowned Chinese-American physiologist and bioengineer recognized for pioneering contributions to cardiovascular biomechanics and microcirculation research.
  • B. Cho Chang
    Cho Chang is a Ravenclaw student at Hogwarts and Harry Potter’s early love interest, known for her role on the Ravenclaw Quidditch team and her involvement in the events surrounding Cedric Diggory.
  • C. Young Chang
    Young Chang is a South Korean musical instrument manufacturer best known for producing pianos and owning the Kurzweil brand of digital keyboards and synthesizers.
  • D. Kong He
    Kong He was the father of the ancient Chinese philosopher Confucius and a minor aristocratic military officer in the state of Lu.
  • E. Kong Ji
    Kong Ji was a Chinese philosopher of the late Spring and Autumn period, the grandson of Confucius, traditionally regarded as the author of the Confucian classic "Doctrine of the Mean."
  • 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: Ban Chang
Triple: [U-Tapao–Rayong–Pattaya International Airport, locatedNear, Ban Chang]
Generated description
Ban Chang is a coastal town and district in Rayong Province, eastern Thailand, known for its proximity to major industrial estates and U-Tapao–Rayong–Pattaya International Airport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ban Chang
Target entity description: Ban Chang is a coastal town and district in Rayong Province, eastern Thailand, known for its proximity to major industrial estates and U-Tapao–Rayong–Pattaya International Airport.
  • A. Shu Chien
    Shu Chien is a renowned Chinese-American physiologist and bioengineer recognized for pioneering contributions to cardiovascular biomechanics and microcirculation research.
  • B. Cho Chang
    Cho Chang is a Ravenclaw student at Hogwarts and Harry Potter’s early love interest, known for her role on the Ravenclaw Quidditch team and her involvement in the events surrounding Cedric Diggory.
  • C. Young Chang
    Young Chang is a South Korean musical instrument manufacturer best known for producing pianos and owning the Kurzweil brand of digital keyboards and synthesizers.
  • D. Kong He
    Kong He was the father of the ancient Chinese philosopher Confucius and a minor aristocratic military officer in the state of Lu.
  • E. Kong Ji
    Kong Ji was a Chinese philosopher of the late Spring and Autumn period, the grandson of Confucius, traditionally regarded as the author of the Confucian classic "Doctrine of the Mean."
  • 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cae98765c48190b325eee67bd663fc completed March 30, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb142ba7788190a352a27cd57d1fdc completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1730900c8190bc0322c4b6a3772f completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a3e6da08190bf4f82b59db41333 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:33 p.m.