Triple
T9799630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Chambers (Scottish author) |
E237802
|
entity |
| Predicate | cofounded |
P4562
|
FINISHED |
| Object | W. & R. Chambers |
E821231
|
NE FINISHED |
How this triple was built (2 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: W. & R. Chambers | Statement: [Robert Chambers (Scottish author), cofounded, W. & R. Chambers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: W. & R. Chambers Context triple: [Robert Chambers (Scottish author), cofounded, W. & R. Chambers]
-
A.
W. & R. Chambers
chosen
W. & R. Chambers was a prominent 19th-century Scottish publishing firm, founded by the Chambers brothers, known for educational and reference works such as Chambers's Encyclopaedia.
-
B.
William Blackwood and Sons
William Blackwood and Sons was a prominent 19th-century Scottish publishing house known for producing influential literary and scholarly works.
-
C.
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.
-
D.
Andrew Handyside and Company
Andrew Handyside and Company was a prominent 19th-century British ironfounding and engineering firm known for constructing bridges, aqueducts, and other major iron structures.
-
E.
Barrie & Jenkins
Barrie & Jenkins was a British publishing house known for issuing works by prominent authors, including titles in P. G. Wodehouse’s Jeeves series.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d1cc53c3dc819084a4d8b72164a172 |
completed | April 5, 2026, 2:43 a.m. |
Created at: March 30, 2026, 8:28 p.m.