Triple
T20975569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | British Columbia Highway 10 |
E516615
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Langley
Langley is a municipality in British Columbia, Canada, known for its suburban communities, agricultural lands, and role as part of Metro Vancouver’s Fraser Valley region.
|
E1460488
|
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: Langley | Statement: [British Columbia Highway 10, regionServed, Langley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langley Context triple: [British Columbia Highway 10, regionServed, Langley]
-
A.
Langley
Langley is the historical name for the English village now known as Kings Langley in Hertfordshire.
-
B.
Langley
Langley is a suburban area in Berkshire, England, situated near Slough and known for its residential neighborhoods and transport links into London.
-
C.
Langley
Langley is a small coastal city on Whidbey Island in Washington State, known for its scenic waterfront, arts community, and tourism.
-
D.
Langley
Langley is a surname of English origin borne by various notable individuals across fields such as literature, science, and politics.
-
E.
Langley
Langley is a small town in northeastern Oklahoma, United States, known for its proximity to Grand Lake O’ the Cherokees and recreational outdoor activities.
- 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: Langley Triple: [British Columbia Highway 10, regionServed, Langley]
Generated description
Langley is a municipality in British Columbia, Canada, known for its suburban communities, agricultural lands, and role as part of Metro Vancouver’s Fraser Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langley Target entity description: Langley is a municipality in British Columbia, Canada, known for its suburban communities, agricultural lands, and role as part of Metro Vancouver’s Fraser Valley region.
-
A.
Langley
Langley is a suburban area in Berkshire, England, situated near Slough and known for its residential neighborhoods and transport links into London.
-
B.
Langley
Langley is a small coastal city on Whidbey Island in Washington State, known for its scenic waterfront, arts community, and tourism.
-
C.
Langley
Langley is a small town in northeastern Oklahoma, United States, known for its proximity to Grand Lake O’ the Cherokees and recreational outdoor activities.
-
D.
Langley
Langley is a residential area and housing estate forming part of the town of Middleton in Greater Manchester, England.
-
E.
Langley
Langley is the historical name for the English village now known as Kings Langley in Hertfordshire.
- 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_69e0b4fee5ac8190875fa9ceba1a5e5e |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6fba3df2081908c1db5f8610ba43d |
completed | April 21, 2026, 4:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a092fbc4924819094ad59103eff8825 |
completed | May 17, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_6a09307425648190bd3e2a705415d926 |
completed | May 17, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09311fe608819095e91aebaa0d62e8 |
completed | May 17, 2026, 3:08 a.m. |
Created at: April 16, 2026, 1:46 p.m.