Triple
T14641200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middleton, Greater Manchester, England |
E343726
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Langley
Langley is a residential area and housing estate forming part of the town of Middleton in Greater Manchester, England.
|
E1306836
|
NE FINISHED |
How this triple was built (3 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.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langley Context triple: [Middleton, Greater Manchester, England, hasNeighbourhood, Langley]
-
A.
Langley
Langley is a small coastal city on Whidbey Island in Washington State, known for its scenic waterfront, arts community, and tourism.
-
B.
Langley
Langley is a surname of English origin borne by various notable individuals across fields such as literature, science, and politics.
-
C.
Langley
Langley is the historical name for the English village now known as Kings Langley in Hertfordshire.
-
D.
Langley
Langley is a suburban area in Berkshire, England, situated near Slough and known for its residential neighborhoods and transport links into London.
-
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: [Middleton, Greater Manchester, England, hasNeighbourhood, Langley]
Generated description
Langley is a residential area and housing estate forming part of the town of Middleton in Greater Manchester, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langley Target entity description: Langley is a residential area and housing estate forming part of the town of Middleton in Greater Manchester, England.
-
A.
Langley
Langley is a small coastal city on Whidbey Island in Washington State, known for its scenic waterfront, arts community, and tourism.
-
B.
Langley
Langley is a surname of English origin borne by various notable individuals across fields such as literature, science, and politics.
-
C.
Langley
Langley is the historical name for the English village now known as Kings Langley in Hertfordshire.
-
D.
Langley
Langley is a suburban area in Berkshire, England, situated near Slough and known for its residential neighborhoods and transport links into London.
-
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
Provenance (4 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_69d822e1a2cc81908e5bb93cf61ce3cc |
completed | April 9, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a037c1f2ac48190be5990748207819a |
completed | May 12, 2026, 7:14 p.m. |
| NEDg | Description generation | batch_6a037e34ca8c81909bdaa64d3777ffb7 |
completed | May 12, 2026, 7:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a037ea9aa208190b82e32b47d04a417 |
completed | May 12, 2026, 7:25 p.m. |
Created at: April 10, 2026, 1:26 a.m.