Triple

T12807287
Position Surface form Disambiguated ID Type / Status
Subject Bangkok rail transit network E306177 entity
Predicate connectsTo P845 FINISHED
Object Lat Phrao
Lat Phrao is a major district and transportation hub in Bangkok, Thailand, known for its busy roads, markets, and growing urban development.
E1008284 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: Lat Phrao | Statement: [Bangkok rail transit network, connectsTo, Lat Phrao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lat Phrao
Context triple: [Bangkok rail transit network, connectsTo, Lat Phrao]
  • A. Phraya Tak
    Phraya Tak is the title by which King Taksin of Thonburi, a pivotal 18th-century Siamese ruler who reunified the country after the fall of Ayutthaya, was originally known.
  • B. Lao Phra Lak Phra Lam
    Lao Phra Lak Phra Lam is the Lao national epic, a localized adaptation of the Indian Ramayana that reflects Lao culture, religion, and literary tradition.
  • C. Ko Ngam Yai
    Ko Ngam Yai is a small Thai island in the Gulf of Thailand, known for its clear waters, coral reefs, and quiet, undeveloped beaches.
  • D. Thung Phra Men
    Thung Phra Men is the historical ceremonial ground in Bangkok, Thailand, now commonly known as Sanam Luang, used for royal events and public gatherings.
  • E. Pak Nam Samut Prakan
    Pak Nam Samut Prakan is a historic riverside district at the mouth of the Chao Phraya River known for its temples, markets, and role as the traditional center of Samut Prakan Province in Thailand.
  • 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: Lat Phrao
Triple: [Bangkok rail transit network, connectsTo, Lat Phrao]
Generated description
Lat Phrao is a major district and transportation hub in Bangkok, Thailand, known for its busy roads, markets, and growing urban development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lat Phrao
Target entity description: Lat Phrao is a major district and transportation hub in Bangkok, Thailand, known for its busy roads, markets, and growing urban development.
  • A. Phraya Tak
    Phraya Tak is the title by which King Taksin of Thonburi, a pivotal 18th-century Siamese ruler who reunified the country after the fall of Ayutthaya, was originally known.
  • B. Lao Phra Lak Phra Lam
    Lao Phra Lak Phra Lam is the Lao national epic, a localized adaptation of the Indian Ramayana that reflects Lao culture, religion, and literary tradition.
  • C. Ko Ngam Yai
    Ko Ngam Yai is a small Thai island in the Gulf of Thailand, known for its clear waters, coral reefs, and quiet, undeveloped beaches.
  • D. Thung Phra Men
    Thung Phra Men is the historical ceremonial ground in Bangkok, Thailand, now commonly known as Sanam Luang, used for royal events and public gatherings.
  • E. Pak Nam Samut Prakan
    Pak Nam Samut Prakan is a historic riverside district at the mouth of the Chao Phraya River known for its temples, markets, and role as the traditional center of Samut Prakan Province in Thailand.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e808130819080f404b3a7462c2e completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a544badc8190877c39728e57af6f completed May 3, 2026, 1:30 a.m.
NEDg Description generation batch_69f6a69b218c8190b7a1783f4608c484 completed May 3, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_69f6a7a3c9948190bc6cee51ee66103d completed May 3, 2026, 1:40 a.m.
Created at: April 9, 2026, 5:31 p.m.