Triple
T1565021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chiang Mai |
E33411
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Highway 107
Highway 107 is a major roadway in northern Thailand that runs north from Chiang Mai through several towns toward the Myanmar border, serving as an important regional transport route.
|
E848960
|
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 107 | Statement: [Chiang Mai, roadConnection, Highway 107]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highway 107 Context triple: [Chiang Mai, roadConnection, Highway 107]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Federal Highway 136
Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
-
E.
Highway 410
Highway 410 is a major controlled-access freeway in Ontario, Canada, that connects the city of Mississauga to Brampton and links to other key routes in the Greater Toronto Area.
- 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 107 Triple: [Chiang Mai, roadConnection, Highway 107]
Generated description
Highway 107 is a major roadway in northern Thailand that runs north from Chiang Mai through several towns toward the Myanmar border, serving as an important regional transport route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highway 107 Target entity description: Highway 107 is a major roadway in northern Thailand that runs north from Chiang Mai through several towns toward the Myanmar border, serving as an important regional transport route.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Federal Highway 136
Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
-
E.
Highway 410
Highway 410 is a major controlled-access freeway in Ontario, Canada, that connects the city of Mississauga to Brampton and links to other key routes in the Greater Toronto Area.
- 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_69d55585857c8190a4e4626a92197232 |
completed | April 7, 2026, 7:05 p.m. |
| NEDg | Description generation | batch_69d55614368c81909218d3e9d28ef69e |
completed | April 7, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d55669dc788190808b2d99fb9f103c |
completed | April 7, 2026, 7:09 p.m. |
Created at: March 4, 2026, 7:27 p.m.