Triple

T22112021
Position Surface form Disambiguated ID Type / Status
Subject Cha-am Hua Hin, Thailand E546440 entity
Predicate hasPart P35 FINISHED
Object Cha-am NE NERFINISHED

How this triple was built (3 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: Cha-am | Statement: [Cha-am Hua Hin, Thailand, hasPart, Cha-am]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cha-am
Context triple: [Cha-am Hua Hin, Thailand, hasPart, Cha-am]
  • A. Ban Xieng Di
    Ban Xieng Di is a village in Laos known for its proximity to one of the Plain of Jars archaeological sites.
  • B. Ngam
    Ngam is a dialect of the Sara language spoken by communities in parts of Central Africa, particularly in Chad and the surrounding region.
  • C. Wiang Kum Kam
    Wiang Kum Kam is an ancient riverside settlement and former capital near present-day Chiang Mai in northern Thailand, known for its historic temples and archaeological remains from the Lanna Kingdom.
  • D. Nong Yai
    Nong Yai is a district-level locality in Thailand known for its rural communities and agricultural landscape within Chonburi Province.
  • E. Chaiyaphum
    Chaiyaphum is a provincial capital city in northeastern Thailand known for its rural landscapes, national parks, and role as an administrative and commercial center of the region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cha-am
Target entity description: Cha-am is a coastal resort town in Phetchaburi Province, Thailand, known for its long sandy beach and relaxed atmosphere near the more bustling Hua Hin.
  • A. Ban Xieng Di
    Ban Xieng Di is a village in Laos known for its proximity to one of the Plain of Jars archaeological sites.
  • B. Ngam
    Ngam is a dialect of the Sara language spoken by communities in parts of Central Africa, particularly in Chad and the surrounding region.
  • C. Wiang Kum Kam
    Wiang Kum Kam is an ancient riverside settlement and former capital near present-day Chiang Mai in northern Thailand, known for its historic temples and archaeological remains from the Lanna Kingdom.
  • D. Nong Yai
    Nong Yai is a district-level locality in Thailand known for its rural communities and agricultural landscape within Chonburi Province.
  • E. Chaiyaphum
    Chaiyaphum is a provincial capital city in northeastern Thailand known for its rural landscapes, national parks, and role as an administrative and commercial center of the region.
  • F. None of above. chosen

Provenance (2 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_69e11e38b3848190ac3a4fa97d56e65a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1294ae7608190901745384a023bab completed April 28, 2026, 9:40 p.m.
Created at: April 16, 2026, 8:31 p.m.