Triple
T12971979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hemel Hempstead |
E321419
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Maylands Business Park
Maylands Business Park is a major commercial and industrial estate in Hemel Hempstead, England, hosting a wide range of businesses, warehouses, and offices.
|
E1012965
|
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: Maylands Business Park | Statement: [Hemel Hempstead, hasIndustrialArea, Maylands Business Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maylands Business Park Context triple: [Hemel Hempstead, hasIndustrialArea, Maylands Business Park]
-
A.
Oxford Business Park
Oxford Business Park is a major commercial and office development located on the southeastern edge of Oxford, England, housing a range of businesses and corporate headquarters.
-
B.
North London Business Park
North London Business Park is a commercial office complex in the London Borough of Barnet that houses various businesses and public sector offices.
-
C.
Hatfield Business Park
Hatfield Business Park is a major commercial and business development in Hertfordshire, England, built on the former Hatfield Aerodrome site and home to offices, retail, and leisure facilities.
-
D.
Chineham Business Park
Chineham Business Park is a modern commercial and industrial estate near Basingstoke in Hampshire, England, hosting a range of offices and business facilities.
-
E.
Shuttleworth Mead Business Park
Shuttleworth Mead Business Park is a modern commercial and industrial estate located near Padiham in Lancashire, England, hosting a range of businesses and light manufacturing facilities.
- 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: Maylands Business Park Triple: [Hemel Hempstead, hasIndustrialArea, Maylands Business Park]
Generated description
Maylands Business Park is a major commercial and industrial estate in Hemel Hempstead, England, hosting a wide range of businesses, warehouses, and offices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maylands Business Park Target entity description: Maylands Business Park is a major commercial and industrial estate in Hemel Hempstead, England, hosting a wide range of businesses, warehouses, and offices.
-
A.
Oxford Business Park
Oxford Business Park is a major commercial and office development located on the southeastern edge of Oxford, England, housing a range of businesses and corporate headquarters.
-
B.
North London Business Park
North London Business Park is a commercial office complex in the London Borough of Barnet that houses various businesses and public sector offices.
-
C.
Hatfield Business Park
Hatfield Business Park is a major commercial and business development in Hertfordshire, England, built on the former Hatfield Aerodrome site and home to offices, retail, and leisure facilities.
-
D.
Chineham Business Park
Chineham Business Park is a modern commercial and industrial estate near Basingstoke in Hampshire, England, hosting a range of offices and business facilities.
-
E.
Shuttleworth Mead Business Park
Shuttleworth Mead Business Park is a modern commercial and industrial estate located near Padiham in Lancashire, England, hosting a range of businesses and light manufacturing facilities.
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e418d548190be1c73db76cb3aa8 |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8ea91f08190b1daf6d05621acf9 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9a1ca54819085da2ca592bf5219 |
completed | May 3, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb2602848190b9588134c71d0ef4 |
completed | May 3, 2026, 3:04 a.m. |
Created at: April 9, 2026, 8:36 p.m.