Triple
T18673795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G. Maunsell & Partners |
E456547
|
entity |
| Predicate | knownAs |
P39
|
FINISHED |
| Object |
Maunsell
Maunsell was a prominent international engineering and consulting firm known for its work on major infrastructure and transportation projects.
|
E1337903
|
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: Maunsell | Statement: [G. Maunsell & Partners, knownAs, Maunsell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maunsell Context triple: [G. Maunsell & Partners, knownAs, Maunsell]
-
A.
S. H. Benson Ltd
S. H. Benson Ltd was a prominent British advertising agency active in the early 20th century, known for pioneering modern advertising techniques.
-
B.
Swinton
Swinton is a small rural village in the historic county of Berwickshire in the Scottish Borders region of Scotland.
-
C.
Swinton
Swinton is a town in the City of Salford, Greater Manchester, England, known historically for its role in the coal mining and textile industries.
-
D.
Dorman Long and Co Ltd
Dorman Long and Co Ltd was a prominent British engineering and steel company best known for designing and building major steel bridges and structures worldwide, including the Sydney Harbour Bridge.
-
E.
York Carriage Works
York Carriage Works was a major railway rolling stock manufacturing and maintenance facility in York, England, historically significant for building and servicing trains for the British rail network.
- 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: Maunsell Triple: [G. Maunsell & Partners, knownAs, Maunsell]
Generated description
Maunsell was a prominent international engineering and consulting firm known for its work on major infrastructure and transportation projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maunsell Target entity description: Maunsell was a prominent international engineering and consulting firm known for its work on major infrastructure and transportation projects.
-
A.
S. H. Benson Ltd
S. H. Benson Ltd was a prominent British advertising agency active in the early 20th century, known for pioneering modern advertising techniques.
-
B.
Swinton
Swinton is a small rural village in the historic county of Berwickshire in the Scottish Borders region of Scotland.
-
C.
Swinton
Swinton is a town in the City of Salford, Greater Manchester, England, known historically for its role in the coal mining and textile industries.
-
D.
Dorman Long and Co Ltd
Dorman Long and Co Ltd was a prominent British engineering and steel company best known for designing and building major steel bridges and structures worldwide, including the Sydney Harbour Bridge.
-
E.
York Carriage Works
York Carriage Works was a major railway rolling stock manufacturing and maintenance facility in York, England, historically significant for building and servicing trains for the British rail network.
- 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b41cd881908f37bf7c85e96559 |
completed | April 19, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052351551c8190a37d83e1bfc4ac1e |
completed | May 14, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a0523f354f88190a34b2e6adb809fb3 |
completed | May 14, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0527e23154819087cd70bd40ef39e5 |
completed | May 14, 2026, 1:39 a.m. |
Created at: April 10, 2026, 11:48 a.m.