Triple
T12516275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | bzip2 |
E299198
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Julian Seward
Julian Seward is a British computer programmer best known for creating the bzip2 compression tool and the Valgrind programming debugger.
|
E986999
|
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: Julian Seward | Statement: [bzip2, developer, Julian Seward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julian Seward Context triple: [bzip2, developer, Julian Seward]
-
A.
Gilbert Ledward
Gilbert Ledward was a prominent British sculptor known for his monumental public works and war memorials in the early to mid-20th century.
-
B.
Julian Bannerman
Julian Bannerman is a British garden designer known for his romantic, theatrical landscapes created in partnership with his wife, Isabel Bannerman.
-
C.
Lucian Johnston
Lucian Johnston is a film editor best known for his work on the acclaimed horror drama "Midsommar."
-
D.
Alfred Gaselee
Alfred Gaselee was a British Indian Army general best known for commanding the international relief force during the 1900 Boxer Rebellion in China.
-
E.
Benjamin d’Urban
Benjamin d’Urban was a 19th-century British army officer and colonial administrator whose name was given to the South African city of Durban.
- 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: Julian Seward Triple: [bzip2, developer, Julian Seward]
Generated description
Julian Seward is a British computer programmer best known for creating the bzip2 compression tool and the Valgrind programming debugger.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julian Seward Target entity description: Julian Seward is a British computer programmer best known for creating the bzip2 compression tool and the Valgrind programming debugger.
-
A.
Gilbert Ledward
Gilbert Ledward was a prominent British sculptor known for his monumental public works and war memorials in the early to mid-20th century.
-
B.
Julian Bannerman
Julian Bannerman is a British garden designer known for his romantic, theatrical landscapes created in partnership with his wife, Isabel Bannerman.
-
C.
Lucian Johnston
Lucian Johnston is a film editor best known for his work on the acclaimed horror drama "Midsommar."
-
D.
Alfred Gaselee
Alfred Gaselee was a British Indian Army general best known for commanding the international relief force during the 1900 Boxer Rebellion in China.
-
E.
Benjamin d’Urban
Benjamin d’Urban was a 19th-century British army officer and colonial administrator whose name was given to the South African city of Durban.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541f80148190976d1d912fe155d0 |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bbd58b88190baeb99380babf64f |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64ce257348190b01179773992d414 |
completed | May 2, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64da735f48190b051ce173c13e5b2 |
completed | May 2, 2026, 7:16 p.m. |
Created at: April 8, 2026, 9:57 p.m.