Triple
T7563038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malvern Hills District |
E178839
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Bransford
Bransford is a small village in Worcestershire, England, situated near the River Teme and known for its rural setting and local golf and spa facilities.
|
E673028
|
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: Bransford | Statement: [Malvern Hills District, contains, Bransford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bransford Context triple: [Malvern Hills District, contains, Bransford]
-
A.
Conant
Conant is a surname most notably associated with James B. Conant, an influential American chemist, educator, and former president of Harvard University.
-
B.
Nolen-Swinburne
Nolen-Swinburne is an architectural firm known for its role in designing the modernist Robert C. Weaver Federal Building, headquarters of the U.S. Department of Housing and Urban Development in Washington, D.C.
-
C.
Bancroft
Bancroft is an English-origin surname borne by various notable figures in politics, academia, and the arts.
-
D.
Bridgman
Bridgman is a surname most notably associated with American physicist and Nobel laureate Percy Williams Bridgman, a pioneer in high-pressure physics.
-
E.
Yerkes
Yerkes is a surname most notably associated with American financier and streetcar magnate Charles T. Yerkes, a key figure in the development of urban transit systems in Chicago and London.
- 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: Bransford Triple: [Malvern Hills District, contains, Bransford]
Generated description
Bransford is a small village in Worcestershire, England, situated near the River Teme and known for its rural setting and local golf and spa facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bransford Target entity description: Bransford is a small village in Worcestershire, England, situated near the River Teme and known for its rural setting and local golf and spa facilities.
-
A.
Conant
Conant is a surname most notably associated with James B. Conant, an influential American chemist, educator, and former president of Harvard University.
-
B.
Nolen-Swinburne
Nolen-Swinburne is an architectural firm known for its role in designing the modernist Robert C. Weaver Federal Building, headquarters of the U.S. Department of Housing and Urban Development in Washington, D.C.
-
C.
Bancroft
Bancroft is an English-origin surname borne by various notable figures in politics, academia, and the arts.
-
D.
Bridgman
Bridgman is a surname most notably associated with American physicist and Nobel laureate Percy Williams Bridgman, a pioneer in high-pressure physics.
-
E.
Yerkes
Yerkes is a surname most notably associated with American financier and streetcar magnate Charles T. Yerkes, a key figure in the development of urban transit systems in Chicago and London.
- 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_69c69f2f80288190b95cceb4da92ab2b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8fb1c00819096bdb73334d8d72e |
completed | March 27, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856d42e988190a4b4982c0471d96d |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c85740b33c8190bbbb01dd011393c9 |
completed | March 28, 2026, 10:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8579c35108190aae23dab088d8835 |
completed | March 28, 2026, 10:35 p.m. |
Created at: March 27, 2026, 3:50 p.m.