Triple
T4418383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malvern |
E95034
|
entity |
| Predicate | hasSuburb |
P747
|
FINISHED |
| Object |
Barnards Green
Barnards Green is a residential and commercial suburb of Malvern in Worcestershire, England, known for its local shops and community amenities.
|
E452633
|
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: Barnards Green | Statement: [Malvern, hasSuburb, Barnards Green]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnards Green Context triple: [Malvern, hasSuburb, Barnards Green]
-
A.
Bedford Square
Bedford Square is a well-preserved Georgian garden square in central London, known for its historic architecture and literary and academic associations.
-
B.
Bedford Square
Bedford Square is a central public square in the town of Tavistock in Devon, England, known as a focal point for local civic and community activities.
-
C.
Lechmere Square
Lechmere Square is a major commercial and transit hub in Cambridge, Massachusetts, known for its shopping center and as a key stop on the MBTA Green Line.
-
D.
Ludgate Circus
Ludgate Circus is a major road junction in central London where Fleet Street, Farringdon Street, Ludgate Hill, and New Bridge Street converge near the City of London.
-
E.
Borough Green
Borough Green is a village in Kent, England, known for its residential community and local amenities within the Tonbridge and Malling district.
- 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: Barnards Green Triple: [Malvern, hasSuburb, Barnards Green]
Generated description
Barnards Green is a residential and commercial suburb of Malvern in Worcestershire, England, known for its local shops and community amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barnards Green Target entity description: Barnards Green is a residential and commercial suburb of Malvern in Worcestershire, England, known for its local shops and community amenities.
-
A.
Bedford Square
Bedford Square is a well-preserved Georgian garden square in central London, known for its historic architecture and literary and academic associations.
-
B.
Bedford Square
Bedford Square is a central public square in the town of Tavistock in Devon, England, known as a focal point for local civic and community activities.
-
C.
Lechmere Square
Lechmere Square is a major commercial and transit hub in Cambridge, Massachusetts, known for its shopping center and as a key stop on the MBTA Green Line.
-
D.
Ludgate Circus
Ludgate Circus is a major road junction in central London where Fleet Street, Farringdon Street, Ludgate Hill, and New Bridge Street converge near the City of London.
-
E.
Borough Green
Borough Green is a village in Kent, England, known for its residential community and local amenities within the Tonbridge and Malling district.
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3551e7c6c819090fa5dfb5ac58e4c |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdc532cd9c8190bb0763f5b78ed32f |
completed | March 20, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69bdc9f5c524819084be0a744d3dc73a |
completed | March 20, 2026, 10:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdca5a25dc81909ce6294b747e1e81 |
completed | March 20, 2026, 10:29 p.m. |
Created at: March 12, 2026, 11:29 p.m.