Triple
T11016146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Calculus of Computation |
E260370
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
Aaron R. Bradley
Aaron R. Bradley is a computer scientist and author known for his work in formal methods and verification, including coauthoring the textbook "The Calculus of Computation."
|
E900197
|
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: Aaron R. Bradley | Statement: [The Calculus of Computation, hasAuthor, Aaron R. Bradley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron R. Bradley Context triple: [The Calculus of Computation, hasAuthor, Aaron R. Bradley]
-
A.
Joshua V. Himes
Joshua V. Himes was a 19th-century American clergyman and publisher who became a leading promoter and organizer of William Miller’s apocalyptic teachings and the broader Millerite Adventist movement.
-
B.
Michael G. Rhodes
Michael G. Rhodes is an American business executive and financial services leader who serves as the chief executive officer of Discover Financial Services.
-
C.
Donovan W. Carter
Donovan W. Carter is an American actor best known for playing NFL defensive tackle Vernon Littlefield on the HBO comedy-drama series "Ballers."
-
D.
Timothy J. Roemer
Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
-
E.
Nicholas Fallin
Nicholas Fallin is the ambitious yet morally conflicted corporate lawyer-turned-child-advocate portrayed by Simon Baker on the television drama "The Guardian."
- 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: Aaron R. Bradley Triple: [The Calculus of Computation, hasAuthor, Aaron R. Bradley]
Generated description
Aaron R. Bradley is a computer scientist and author known for his work in formal methods and verification, including coauthoring the textbook "The Calculus of Computation."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron R. Bradley Target entity description: Aaron R. Bradley is a computer scientist and author known for his work in formal methods and verification, including coauthoring the textbook "The Calculus of Computation."
-
A.
Joshua V. Himes
Joshua V. Himes was a 19th-century American clergyman and publisher who became a leading promoter and organizer of William Miller’s apocalyptic teachings and the broader Millerite Adventist movement.
-
B.
Michael G. Rhodes
Michael G. Rhodes is an American business executive and financial services leader who serves as the chief executive officer of Discover Financial Services.
-
C.
Donovan W. Carter
Donovan W. Carter is an American actor best known for playing NFL defensive tackle Vernon Littlefield on the HBO comedy-drama series "Ballers."
-
D.
Timothy J. Roemer
Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
-
E.
Nicholas Fallin
Nicholas Fallin is the ambitious yet morally conflicted corporate lawyer-turned-child-advocate portrayed by Simon Baker on the television drama "The Guardian."
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797a558a08190bdb5779faa9adf05 |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e374d371ec8190aba9e77346c6e876 |
completed | April 18, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_69e37ab6ca788190ac41f9494ad9a47f |
completed | April 18, 2026, 12:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e37c9439fc8190a69cfb1a13da4c19 |
completed | April 18, 2026, 12:44 p.m. |
Created at: April 8, 2026, 9:25 p.m.