Triple
T13376431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loughton |
E319197
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Loughton High Road
Loughton High Road is the main commercial and shopping street in the town of Loughton, Essex, known for its mix of retail, dining, and local services.
|
E1375741
|
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: Loughton High Road | Statement: [Loughton, hasLandmark, Loughton High Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loughton High Road Context triple: [Loughton, hasLandmark, Loughton High Road]
-
A.
Leytonstone High Road
Leytonstone High Road is the main commercial street in the east London district of Leytonstone, lined with shops, cafes, and local services.
-
B.
Hauxton Road
Hauxton Road is a major route on the southern edge of Cambridge, England, connecting the city to nearby villages and the M11 motorway.
-
C.
Beckenham Road
Beckenham Road is a street in the London Borough of Bromley, England, known for serving the Beckenham Road tram stop on the Tramlink network.
-
D.
Watford Road
Watford Road is a major thoroughfare in northwest London that provides access to local landmarks, including Northwick Park and its surrounding facilities.
-
E.
Horrocks Highway
Horrocks Highway is a major rural road in South Australia that connects Adelaide’s northern outskirts with regional towns such as Clare in the Mid North.
- 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: Loughton High Road Triple: [Loughton, hasLandmark, Loughton High Road]
Generated description
Loughton High Road is the main commercial and shopping street in the town of Loughton, Essex, known for its mix of retail, dining, and local services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loughton High Road Target entity description: Loughton High Road is the main commercial and shopping street in the town of Loughton, Essex, known for its mix of retail, dining, and local services.
-
A.
Leytonstone High Road
Leytonstone High Road is the main commercial street in the east London district of Leytonstone, lined with shops, cafes, and local services.
-
B.
Hauxton Road
Hauxton Road is a major route on the southern edge of Cambridge, England, connecting the city to nearby villages and the M11 motorway.
-
C.
Beckenham Road
Beckenham Road is a street in the London Borough of Bromley, England, known for serving the Beckenham Road tram stop on the Tramlink network.
-
D.
Watford Road
Watford Road is a major thoroughfare in northwest London that provides access to local landmarks, including Northwick Park and its surrounding facilities.
-
E.
Horrocks Highway
Horrocks Highway is a major rural road in South Australia that connects Adelaide’s northern outskirts with regional towns such as Clare in the Mid North.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce3fec48190a5443d87c85477a3 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0733b28b808190a06ec86a6e2adb83 |
completed | May 15, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_6a073623e5a08190a5a7398ee9bc56b2 |
completed | May 15, 2026, 3:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073712f4048190831dddd875e82324 |
completed | May 15, 2026, 3:09 p.m. |
Created at: April 9, 2026, 9:33 p.m.