Triple
T7326822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Castle Point |
E168896
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Benfleet
Benfleet is a town in the borough of Castle Point in Essex, England, known as a residential commuter area with historical roots dating back to Saxon times.
|
E667476
|
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: Benfleet | Statement: [Castle Point, containsSettlement, Benfleet]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benfleet Context triple: [Castle Point, containsSettlement, Benfleet]
-
A.
Shenfield
Shenfield is a suburban town in Essex, England, known as a key commuter hub with a major railway station connecting to London.
-
B.
Wivenhoe
Wivenhoe is a riverside town in Essex, England, known for its historic maritime character, artistic community, and proximity to the University of Essex.
-
C.
Ockendon
Ockendon is a settlement in the borough of Thurrock in Essex, England, known for its suburban character and proximity to London.
-
D.
Prittlewell
Prittlewell is a suburban area of Southend-on-Sea in Essex, England, known for its historic roots and residential character.
-
E.
Epping
Epping is a market town in the Epping Forest district of Essex, England, known for its historic high street and proximity to the ancient Epping Forest.
- 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: Benfleet Triple: [Castle Point, containsSettlement, Benfleet]
Generated description
Benfleet is a town in the borough of Castle Point in Essex, England, known as a residential commuter area with historical roots dating back to Saxon times.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benfleet Target entity description: Benfleet is a town in the borough of Castle Point in Essex, England, known as a residential commuter area with historical roots dating back to Saxon times.
-
A.
Shenfield
Shenfield is a suburban town in Essex, England, known as a key commuter hub with a major railway station connecting to London.
-
B.
Wivenhoe
Wivenhoe is a riverside town in Essex, England, known for its historic maritime character, artistic community, and proximity to the University of Essex.
-
C.
Ockendon
Ockendon is a settlement in the borough of Thurrock in Essex, England, known for its suburban character and proximity to London.
-
D.
Prittlewell
Prittlewell is a suburban area of Southend-on-Sea in Essex, England, known for its historic roots and residential character.
-
E.
Epping
Epping is a market town in the Epping Forest district of Essex, England, known for its historic high street and proximity to the ancient Epping Forest.
- 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_69c68a54cacc81908e3b773441f19566 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f0a755e88190a50126e2d1d6d4cb |
completed | March 27, 2026, 9:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83433ca8081909ab00d1fe3ab1041 |
completed | March 28, 2026, 8:04 p.m. |
| NEDg | Description generation | batch_69c83544c524819094d013affc03ff62 |
completed | March 28, 2026, 8:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c835ea13c88190b7423c6c7bdae983 |
completed | March 28, 2026, 8:11 p.m. |
Created at: March 27, 2026, 3:03 p.m.