Triple

T1565020
Position Surface form Disambiguated ID Type / Status
Subject Chiang Mai E33411 entity
Predicate roadConnection P385 FINISHED
Object Highway 11
Highway 11 is a major Thai highway that serves as a key inland route connecting Chiang Mai with other provinces in northern and central Thailand.
E848936 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: Highway 11 | Statement: [Chiang Mai, roadConnection, Highway 11]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 11
Context triple: [Chiang Mai, roadConnection, Highway 11]
  • A. Highway 17
    Highway 17 is a major Canadian highway forming part of the Trans-Canada Highway, running across northern Ontario and serving as a key route through communities such as Sault Ste. Marie.
  • B. Highway 108
    Highway 108 is a scenic mountain route in California that crosses the Sierra Nevada via Sonora Pass, one of the highest paved passes in the state.
  • C. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • D. Highway 118
    Highway 118 is a provincial highway in Ontario, Canada, that runs through the District Municipality of Muskoka and serves as an important regional transportation route in the Muskoka and Haliburton areas.
  • E. Highway 1
    Highway 1 is a primary east–west transportation route in Canada that forms part of the Trans-Canada Highway system.
  • 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: Highway 11
Triple: [Chiang Mai, roadConnection, Highway 11]
Generated description
Highway 11 is a major Thai highway that serves as a key inland route connecting Chiang Mai with other provinces in northern and central Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 11
Target entity description: Highway 11 is a major Thai highway that serves as a key inland route connecting Chiang Mai with other provinces in northern and central Thailand.
  • A. Highway 17
    Highway 17 is a major Canadian highway forming part of the Trans-Canada Highway, running across northern Ontario and serving as a key route through communities such as Sault Ste. Marie.
  • B. Highway 108
    Highway 108 is a scenic mountain route in California that crosses the Sierra Nevada via Sonora Pass, one of the highest paved passes in the state.
  • C. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • D. Highway 118
    Highway 118 is a provincial highway in Ontario, Canada, that runs through the District Municipality of Muskoka and serves as an important regional transportation route in the Muskoka and Haliburton areas.
  • E. Highway 1
    Highway 1 is a primary east–west transportation route in Canada that forms part of the Trans-Canada Highway system.
  • 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_69a885f11b048190935025a035302715 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa621242188190a7e1deeada7688d8 completed March 6, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d552df34e08190a6ba74f33bc79b02 completed April 7, 2026, 6:54 p.m.
NEDg Description generation batch_69d553cc6b788190a3470d1b3856c8cc completed April 7, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69d554577668819097300bd4522a55b2 completed April 7, 2026, 7 p.m.
Created at: March 4, 2026, 7:27 p.m.