Triple
T15022062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lord Brotherton |
E378108
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Brotherton & Co.
Brotherton & Co. was the industrial and commercial enterprise owned by Lord Brotherton, through which he built his wealth and prominence as a businessman.
|
E1134084
|
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: Brotherton & Co. | Statement: [Lord Brotherton, employer, Brotherton & Co.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brotherton & Co. Context triple: [Lord Brotherton, employer, Brotherton & Co.]
-
A.
Richard Bentley & Son
Richard Bentley & Son was a prominent 19th-century British publishing house known for issuing notable works of Victorian literature and popular fiction.
-
B.
Brewster & Co.
Brewster & Co. was a prestigious American coachbuilding firm renowned for crafting luxurious custom bodies for high-end automobiles in the early 20th century.
-
C.
Brown Brothers & Co.
Brown Brothers & Co. was a prominent early American private banking firm that later became part of the modern financial institution Brown Brothers Harriman & Co.
-
D.
Henry Boot & Sons
Henry Boot & Sons was a British construction and civil engineering firm, part of the Henry Boot group, known for major building and infrastructure projects in the 19th and 20th centuries.
-
E.
Clowes and Sons
Clowes and Sons was a British printing and publishing firm known for producing scholarly and academic works in the 19th century.
- 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: Brotherton & Co. Triple: [Lord Brotherton, employer, Brotherton & Co.]
Generated description
Brotherton & Co. was the industrial and commercial enterprise owned by Lord Brotherton, through which he built his wealth and prominence as a businessman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brotherton & Co. Target entity description: Brotherton & Co. was the industrial and commercial enterprise owned by Lord Brotherton, through which he built his wealth and prominence as a businessman.
-
A.
Richard Bentley & Son
Richard Bentley & Son was a prominent 19th-century British publishing house known for issuing notable works of Victorian literature and popular fiction.
-
B.
Brewster & Co.
Brewster & Co. was a prestigious American coachbuilding firm renowned for crafting luxurious custom bodies for high-end automobiles in the early 20th century.
-
C.
Brown Brothers & Co.
Brown Brothers & Co. was a prominent early American private banking firm that later became part of the modern financial institution Brown Brothers Harriman & Co.
-
D.
Henry Boot & Sons
Henry Boot & Sons was a British construction and civil engineering firm, part of the Henry Boot group, known for major building and infrastructure projects in the 19th and 20th centuries.
-
E.
Clowes and Sons
Clowes and Sons was a British printing and publishing firm known for producing scholarly and academic works in the 19th century.
- 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded765462c819097f331c9b39c80e3 |
completed | April 15, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9dd2c96c8190a0368678584aaa16 |
completed | May 9, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fea0c35b088190abf578ed016753cd |
completed | May 9, 2026, 2:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea16b16b8819080b31203189f8cfe |
completed | May 9, 2026, 2:52 a.m. |
Created at: April 10, 2026, 2:56 a.m.