Triple
T9086583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Wolfe Barry |
E217770
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Barry & Sons
Barry & Sons was a British civil engineering firm associated with prominent engineer Sir John Wolfe Barry, known for major infrastructure and bridge projects in the late 19th and early 20th centuries.
|
E775856
|
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: Barry & Sons | Statement: [John Wolfe Barry, employer, Barry & Sons]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barry & Sons Context triple: [John Wolfe Barry, employer, Barry & Sons]
-
A.
Sullivan & Son
Sullivan & Son is an American sitcom that follows a corporate lawyer who leaves his big-city career to run his family's bar in a working-class Pittsburgh neighborhood.
-
B.
U. Ray and Sons
U. Ray and Sons was a prominent early 20th-century Bengali printing and publishing firm in Calcutta, known for high-quality illustrations, engravings, and literary works.
-
C.
Anthony Gibbs & Sons
Anthony Gibbs & Sons was a prominent 19th-century British merchant and shipping firm involved in international trade and maritime operations.
-
D.
George Allen & Sons
George Allen & Sons was a British publishing house active in the late 19th and early 20th centuries, known for issuing works by prominent authors and later evolving into the firm George Allen & Unwin.
-
E.
William Batson & Co.
William Batson & Co. was a British shipbuilding firm known for constructing Royal Navy vessels such as HMS Bellerophon.
- 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: Barry & Sons Triple: [John Wolfe Barry, employer, Barry & Sons]
Generated description
Barry & Sons was a British civil engineering firm associated with prominent engineer Sir John Wolfe Barry, known for major infrastructure and bridge projects in the late 19th and early 20th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barry & Sons Target entity description: Barry & Sons was a British civil engineering firm associated with prominent engineer Sir John Wolfe Barry, known for major infrastructure and bridge projects in the late 19th and early 20th centuries.
-
A.
Sullivan & Son
Sullivan & Son is an American sitcom that follows a corporate lawyer who leaves his big-city career to run his family's bar in a working-class Pittsburgh neighborhood.
-
B.
U. Ray and Sons
U. Ray and Sons was a prominent early 20th-century Bengali printing and publishing firm in Calcutta, known for high-quality illustrations, engravings, and literary works.
-
C.
Anthony Gibbs & Sons
Anthony Gibbs & Sons was a prominent 19th-century British merchant and shipping firm involved in international trade and maritime operations.
-
D.
George Allen & Sons
George Allen & Sons was a British publishing house active in the late 19th and early 20th centuries, known for issuing works by prominent authors and later evolving into the firm George Allen & Unwin.
-
E.
William Batson & Co.
William Batson & Co. was a British shipbuilding firm known for constructing Royal Navy vessels such as HMS Bellerophon.
- 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_69ca83d7a0388190ba1af89ed7ba36f9 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc9654cb3c819089fa8c0ab0841c81 |
completed | April 1, 2026, 3:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffe40823481909a5c4b82bd24293a |
completed | April 3, 2026, 5:52 p.m. |
| NEDg | Description generation | batch_69d000d5b24481908679dbb92372c4b9 |
completed | April 3, 2026, 6:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d001692c3481909924615717e316c2 |
completed | April 3, 2026, 6:05 p.m. |
Created at: March 30, 2026, 7:13 p.m.