Triple
T18476168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daniel G. Bobrow |
E451438
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Bobrow
Bobrow is a surname most notably associated with Daniel G. Bobrow, an influential American computer scientist and artificial intelligence researcher.
|
E1326812
|
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: Bobrow | Statement: [Daniel G. Bobrow, familyName, Bobrow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobrow Context triple: [Daniel G. Bobrow, familyName, Bobrow]
-
A.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
-
B.
Howard Rodman
Howard Rodman was an American screenwriter and television writer known for his work on numerous films and TV series from the 1950s through the 1970s.
-
C.
Roy Rowland
Roy Rowland was an American film director known for his work on mid-20th-century Hollywood movies, particularly musicals and comedies.
-
D.
Fred Peterson
Fred Peterson was an American shipbuilder and entrepreneur best known as the founder of the Wisconsin-based shipbuilding company Peterson Builders, Inc.
-
E.
Bob Wilber
Bob Wilber was an American jazz clarinetist, saxophonist, and bandleader known for his dedication to traditional jazz and swing styles and for collaborating with many prominent jazz figures.
- 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: Bobrow Triple: [Daniel G. Bobrow, familyName, Bobrow]
Generated description
Bobrow is a surname most notably associated with Daniel G. Bobrow, an influential American computer scientist and artificial intelligence researcher.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobrow Target entity description: Bobrow is a surname most notably associated with Daniel G. Bobrow, an influential American computer scientist and artificial intelligence researcher.
-
A.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
-
B.
Howard Rodman
Howard Rodman was an American screenwriter and television writer known for his work on numerous films and TV series from the 1950s through the 1970s.
-
C.
Roy Rowland
Roy Rowland was an American film director known for his work on mid-20th-century Hollywood movies, particularly musicals and comedies.
-
D.
Fred Peterson
Fred Peterson was an American shipbuilder and entrepreneur best known as the founder of the Wisconsin-based shipbuilding company Peterson Builders, Inc.
-
E.
Bob Wilber
Bob Wilber was an American jazz clarinetist, saxophonist, and bandleader known for his dedication to traditional jazz and swing styles and for collaborating with many prominent jazz figures.
- 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_69d8d38465a0819099b9b42d2a662ac1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53062f67881909620c4e8fc00eb7d |
completed | April 19, 2026, 7:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a043f2cada88190991e2e7b0d55de58 |
completed | May 13, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_6a0440531f6c8190a080d372d063fb33 |
completed | May 13, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0441a395688190a376ae5bfe99a30f |
completed | May 13, 2026, 9:17 a.m. |
Created at: April 10, 2026, 11:35 a.m.