Triple

T17809148
Position Surface form Disambiguated ID Type / Status
Subject Luang Namtha Province E444650 entity
Predicate hasTransportRoute P11026 FINISHED
Object Route 3 (Laos)
Route 3 (Laos) is a major highway in northern Laos that forms part of a key regional corridor linking China, Laos, and Thailand through Luang Namtha Province.
E1289841 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: Route 3 (Laos) | Statement: [Luang Namtha Province, hasTransportRoute, Route 3 (Laos)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Route 3 (Laos)
Context triple: [Luang Namtha Province, hasTransportRoute, Route 3 (Laos)]
  • A. Route 7 (Laos)
    Route 7 (Laos) is a major highway in central Laos that links the town of Phonsavan with the country’s broader road network and serves as an important regional transport corridor.
  • B. Route 3 (Hong Kong)
    Route 3 (Hong Kong) is a major strategic highway corridor linking northwestern New Territories to Hong Kong Island via key tunnels and expressways, including the Western Harbour Crossing.
  • C. National Highway 32 (Vietnam)
    National Highway 32 (Vietnam) is a major roadway that runs northwest from Hanoi through several northern provinces, serving as an important transport corridor in the Red River Delta and northern midland regions.
  • D. Route 3 (New Brunswick)
    Route 3 (New Brunswick) is a provincial highway in southwestern New Brunswick that connects communities in Charlotte County to the inland road network.
  • E. Thai Route 1
    Thai Route 1, also known as Phahonyothin Road, is one of Thailand’s primary national highways running from Bangkok northward to the Myanmar border.
  • 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: Route 3 (Laos)
Triple: [Luang Namtha Province, hasTransportRoute, Route 3 (Laos)]
Generated description
Route 3 (Laos) is a major highway in northern Laos that forms part of a key regional corridor linking China, Laos, and Thailand through Luang Namtha Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Route 3 (Laos)
Target entity description: Route 3 (Laos) is a major highway in northern Laos that forms part of a key regional corridor linking China, Laos, and Thailand through Luang Namtha Province.
  • A. Route 7 (Laos)
    Route 7 (Laos) is a major highway in central Laos that links the town of Phonsavan with the country’s broader road network and serves as an important regional transport corridor.
  • B. Route 3 (Hong Kong)
    Route 3 (Hong Kong) is a major strategic highway corridor linking northwestern New Territories to Hong Kong Island via key tunnels and expressways, including the Western Harbour Crossing.
  • C. National Highway 32 (Vietnam)
    National Highway 32 (Vietnam) is a major roadway that runs northwest from Hanoi through several northern provinces, serving as an important transport corridor in the Red River Delta and northern midland regions.
  • D. Route 3 (New Brunswick)
    Route 3 (New Brunswick) is a provincial highway in southwestern New Brunswick that connects communities in Charlotte County to the inland road network.
  • E. Thai Route 1
    Thai Route 1, also known as Phahonyothin Road, is one of Thailand’s primary national highways running from Bangkok northward to the Myanmar border.
  • 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4887976e48190842840ef064dc772 completed April 19, 2026, 7:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02ff5e7d7881908bf08022930edbc1 completed May 12, 2026, 10:22 a.m.
NEDg Description generation batch_6a0300ca1ac88190b474ac8276d55445 completed May 12, 2026, 10:28 a.m.
NED2 Entity disambiguation (via description) batch_6a03017f7ea08190b3a98db1c429d04f completed May 12, 2026, 10:31 a.m.
Created at: April 10, 2026, 10:14 a.m.