Triple
T19388383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ratho Station |
E484993
|
entity |
| Predicate | hasNearbyFacility |
P5648
|
FINISHED |
| Object |
Edinburgh Airport industrial estates
Edinburgh Airport industrial estates are commercial and industrial zones located near Edinburgh Airport that host a range of logistics, warehousing, and business facilities serving the airport and surrounding region.
|
E1374470
|
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: Edinburgh Airport industrial estates | Statement: [Ratho Station, hasNearbyFacility, Edinburgh Airport industrial estates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edinburgh Airport industrial estates Context triple: [Ratho Station, hasNearbyFacility, Edinburgh Airport industrial estates]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Edinburgh Park business district
Edinburgh Park business district is a major modern commercial and business park in western Edinburgh, Scotland, hosting numerous offices, corporate headquarters, and transport links.
-
E.
Dundee Airport
Dundee Airport is a regional airport in eastern Scotland providing domestic and limited international flights, notably serving as a base for Loganair operations.
- 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: Edinburgh Airport industrial estates Triple: [Ratho Station, hasNearbyFacility, Edinburgh Airport industrial estates]
Generated description
Edinburgh Airport industrial estates are commercial and industrial zones located near Edinburgh Airport that host a range of logistics, warehousing, and business facilities serving the airport and surrounding region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edinburgh Airport industrial estates Target entity description: Edinburgh Airport industrial estates are commercial and industrial zones located near Edinburgh Airport that host a range of logistics, warehousing, and business facilities serving the airport and surrounding region.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Edinburgh Park business district
Edinburgh Park business district is a major modern commercial and business park in western Edinburgh, Scotland, hosting numerous offices, corporate headquarters, and transport links.
-
E.
Dundee Airport
Dundee Airport is a regional airport in eastern Scotland providing domestic and limited international flights, notably serving as a base for Loganair operations.
- 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_69d8e8d460d88190abf0591c5c9d2b0c |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e61b425e848190ab5ae8ae0a034fe2 |
completed | April 20, 2026, 12:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a072b8503108190bfcd0ac7c94183f7 |
completed | May 15, 2026, 2:19 p.m. |
| NEDg | Description generation | batch_6a072dc9e9808190ab0e5b6dd35147ab |
completed | May 15, 2026, 2:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a072e3709e881909d70f130a77fc428 |
completed | May 15, 2026, 2:31 p.m. |
Created at: April 10, 2026, 1:36 p.m.