Triple
T6857345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loanhead |
E158180
|
entity |
| Predicate | hasIndustrialEstate |
P13026
|
FINISHED |
| Object |
Pentland Industrial Estate
Pentland Industrial Estate is a commercial and industrial area located in or near Loanhead, Scotland, hosting a range of businesses and light industrial operations.
|
E624243
|
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: Pentland Industrial Estate | Statement: [Loanhead, hasIndustrialEstate, Pentland Industrial Estate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pentland Industrial Estate Context triple: [Loanhead, hasIndustrialEstate, Pentland Industrial Estate]
-
A.
Bellshill Industrial Estate
Bellshill Industrial Estate is a major commercial and industrial hub near Bellshill in North Lanarkshire, Scotland, hosting a wide range of manufacturing, logistics, and service businesses.
-
B.
Kelvin Industrial Estate
Kelvin Industrial Estate is a key industrial and business park located in East Kilbride, Scotland, hosting a range of manufacturing, logistics, and commercial enterprises.
-
C.
Edinburgh Parks industrial estate
Edinburgh Parks industrial estate is a major industrial and commercial precinct in northern Adelaide, South Australia, known for hosting advanced manufacturing, defence-related, and logistics businesses.
-
D.
Roundthorn Industrial Estate
Roundthorn Industrial Estate is a commercial and industrial area in Greater Manchester, England, comprising various businesses and warehouses and served by the Roundthorn tram stop.
-
E.
Newbridge Industrial Estate
Newbridge Industrial Estate is a commercial and industrial business park located in Newbridge, typically hosting a range of manufacturing, logistics, and service companies.
- 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: Pentland Industrial Estate Triple: [Loanhead, hasIndustrialEstate, Pentland Industrial Estate]
Generated description
Pentland Industrial Estate is a commercial and industrial area located in or near Loanhead, Scotland, hosting a range of businesses and light industrial operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pentland Industrial Estate Target entity description: Pentland Industrial Estate is a commercial and industrial area located in or near Loanhead, Scotland, hosting a range of businesses and light industrial operations.
-
A.
Bellshill Industrial Estate
Bellshill Industrial Estate is a major commercial and industrial hub near Bellshill in North Lanarkshire, Scotland, hosting a wide range of manufacturing, logistics, and service businesses.
-
B.
Kelvin Industrial Estate
Kelvin Industrial Estate is a key industrial and business park located in East Kilbride, Scotland, hosting a range of manufacturing, logistics, and commercial enterprises.
-
C.
Edinburgh Parks industrial estate
Edinburgh Parks industrial estate is a major industrial and commercial precinct in northern Adelaide, South Australia, known for hosting advanced manufacturing, defence-related, and logistics businesses.
-
D.
Roundthorn Industrial Estate
Roundthorn Industrial Estate is a commercial and industrial area in Greater Manchester, England, comprising various businesses and warehouses and served by the Roundthorn tram stop.
-
E.
Newbridge Industrial Estate
Newbridge Industrial Estate is a commercial and industrial business park located in Newbridge, typically hosting a range of manufacturing, logistics, and service companies.
- 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_69c68830cdbc8190a8301c7a9d9f651a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d870a8088190b42fde7626735cb1 |
completed | March 27, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fe28dc88190a9c7794b78374ecf |
completed | March 28, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c736684f848190a5fb1b82e152b8a5 |
completed | March 28, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c736d828f88190a388d559c673861a |
completed | March 28, 2026, 2:03 a.m. |
Created at: March 27, 2026, 2:21 p.m.