Triple
T9799615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Chambers (Scottish author) |
E237802
|
entity |
| Predicate | sibling |
P363
|
FINISHED |
| Object |
William Chambers (publisher)
William Chambers was a 19th-century Scottish publisher, civic leader, and co-founder of the influential publishing firm W. & R. Chambers, known for educational and reference works.
|
E821228
|
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: William Chambers (publisher) | Statement: [Robert Chambers (Scottish author), sibling, William Chambers (publisher)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Chambers (publisher) Context triple: [Robert Chambers (Scottish author), sibling, William Chambers (publisher)]
-
A.
Robert Dodsley
Robert Dodsley was an 18th-century English bookseller, publisher, and writer who played a key role in the literary culture of his time, notably supporting and publishing major authors such as Thomas Gray and Samuel Johnson.
-
B.
Samuel Orchart Beeton
Samuel Orchart Beeton was a 19th-century British publisher and editor best known for promoting and publishing his wife Mrs Beeton’s influential domestic and cookery works.
-
C.
William Turner (publisher)
William Turner (publisher) was a British publisher known for his involvement in the 19th-century English book trade.
-
D.
Henry Colburn
Henry Colburn was a prominent 19th-century British publisher known for issuing influential works of literature, travel, and science, including early publications by Charles Darwin.
-
E.
Joseph Johnson
Joseph Johnson was an influential 18th-century London publisher and bookseller known for promoting radical, Enlightenment, and early feminist works.
- 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: William Chambers (publisher) Triple: [Robert Chambers (Scottish author), sibling, William Chambers (publisher)]
Generated description
William Chambers was a 19th-century Scottish publisher, civic leader, and co-founder of the influential publishing firm W. & R. Chambers, known for educational and reference works.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Chambers (publisher) Target entity description: William Chambers was a 19th-century Scottish publisher, civic leader, and co-founder of the influential publishing firm W. & R. Chambers, known for educational and reference works.
-
A.
Robert Dodsley
Robert Dodsley was an 18th-century English bookseller, publisher, and writer who played a key role in the literary culture of his time, notably supporting and publishing major authors such as Thomas Gray and Samuel Johnson.
-
B.
Samuel Orchart Beeton
Samuel Orchart Beeton was a 19th-century British publisher and editor best known for promoting and publishing his wife Mrs Beeton’s influential domestic and cookery works.
-
C.
William Turner (publisher)
William Turner (publisher) was a British publisher known for his involvement in the 19th-century English book trade.
-
D.
Henry Colburn
Henry Colburn was a prominent 19th-century British publisher known for issuing influential works of literature, travel, and science, including early publications by Charles Darwin.
-
E.
Joseph Johnson
Joseph Johnson was an influential 18th-century London publisher and bookseller known for promoting radical, Enlightenment, and early feminist works.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda628fe0081909d2fbac3bd56ee84 |
completed | April 1, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c445c81481908700ffde5dd28936 |
completed | April 5, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69d1c4c37e248190a1b10cf6d0056c02 |
completed | April 5, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c56957f8819080eca0a71c24f86a |
completed | April 5, 2026, 2:14 a.m. |
Created at: March 30, 2026, 8:28 p.m.