Triple
T19833740
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gateshead College |
E476528
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Skills Academy for Automotive, Engineering, Manufacturing and Logistics
Skills Academy for Automotive, Engineering, Manufacturing and Logistics is a specialist vocational training centre in the North East of England focused on developing practical skills for the automotive, engineering, manufacturing and logistics industries.
|
E1397593
|
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: Skills Academy for Automotive, Engineering, Manufacturing and Logistics | Statement: [Gateshead College, hasCampus, Skills Academy for Automotive, Engineering, Manufacturing and Logistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skills Academy for Automotive, Engineering, Manufacturing and Logistics Context triple: [Gateshead College, hasCampus, Skills Academy for Automotive, Engineering, Manufacturing and Logistics]
-
A.
The JCB Academy
The JCB Academy is a specialist engineering and business-focused secondary school and sixth form in Staffordshire, England, sponsored by the construction equipment manufacturer JCB.
-
B.
Lantra
Lantra is an alternative name used in some markets for the Hyundai Elantra, a popular compact sedan produced by the South Korean automaker Hyundai.
-
C.
Engineering Academy
Engineering Academy is a specialized educational program focused on engineering and applied sciences, providing students with hands-on, project-based learning in technical and STEM fields.
-
D.
TAFE
TAFE is Australia’s main system of publicly funded vocational education and training institutions that offer practical, career-focused courses and qualifications.
-
E.
Sector Skills Alliances
Sector Skills Alliances were European initiatives that brought together education providers and industry stakeholders to align vocational training with labor market needs in specific economic sectors.
- 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: Skills Academy for Automotive, Engineering, Manufacturing and Logistics Triple: [Gateshead College, hasCampus, Skills Academy for Automotive, Engineering, Manufacturing and Logistics]
Generated description
Skills Academy for Automotive, Engineering, Manufacturing and Logistics is a specialist vocational training centre in the North East of England focused on developing practical skills for the automotive, engineering, manufacturing and logistics industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skills Academy for Automotive, Engineering, Manufacturing and Logistics Target entity description: Skills Academy for Automotive, Engineering, Manufacturing and Logistics is a specialist vocational training centre in the North East of England focused on developing practical skills for the automotive, engineering, manufacturing and logistics industries.
-
A.
The JCB Academy
The JCB Academy is a specialist engineering and business-focused secondary school and sixth form in Staffordshire, England, sponsored by the construction equipment manufacturer JCB.
-
B.
Lantra
Lantra is an alternative name used in some markets for the Hyundai Elantra, a popular compact sedan produced by the South Korean automaker Hyundai.
-
C.
Engineering Academy
Engineering Academy is a specialized educational program focused on engineering and applied sciences, providing students with hands-on, project-based learning in technical and STEM fields.
-
D.
TAFE
TAFE is Australia’s main system of publicly funded vocational education and training institutions that offer practical, career-focused courses and qualifications.
-
E.
Sector Skills Alliances
Sector Skills Alliances were European initiatives that brought together education providers and industry stakeholders to align vocational training with labor market needs in specific economic sectors.
- 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_69d8e51c7c188190b926f3a2a7b5f881 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e656d0347c8190b586c7fe01b61e97 |
completed | April 20, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ccd9b71c81909002a92d0e826510 |
completed | May 16, 2026, 1:48 a.m. |
| NEDg | Description generation | batch_6a07cfa7121881908e3256a035f0fffb |
completed | May 16, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07d0aacc1481908f9b4d96ce34d88b |
completed | May 16, 2026, 2:04 a.m. |
Created at: April 10, 2026, 1:50 p.m.