Triple
T17275579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mary Shaw |
E419382
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
David Garlan
David Garlan is a computer scientist known for his influential work in software architecture and formal modeling of software systems.
|
E1260746
|
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: David Garlan | Statement: [Mary Shaw, coAuthor, David Garlan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Garlan Context triple: [Mary Shaw, coAuthor, David Garlan]
-
A.
Richard P. Gabriel
Richard P. Gabriel is a computer scientist and writer best known for his work on Lisp, software patterns, and his influential essay "Worse Is Better."
-
B.
Leon J. Osterweil
Leon J. Osterweil is a prominent computer scientist known for his influential contributions to software engineering, particularly in software process modeling and analysis.
-
C.
James Rumbaugh
James Rumbaugh is an American computer scientist and software engineer best known as one of the original developers of the Unified Modeling Language (UML) and a pioneer in object-oriented modeling.
-
D.
Edward D. Lazowska
Edward D. Lazowska is an American computer scientist known for his influential work in computer systems and performance evaluation, as well as his leadership in computing research and education policy.
-
E.
David Boehm
David Boehm was an American screenwriter active during Hollywood’s early sound era, known for contributing to several popular studio films of the 1930s.
- 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: David Garlan Triple: [Mary Shaw, coAuthor, David Garlan]
Generated description
David Garlan is a computer scientist known for his influential work in software architecture and formal modeling of software systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Garlan Target entity description: David Garlan is a computer scientist known for his influential work in software architecture and formal modeling of software systems.
-
A.
Richard P. Gabriel
Richard P. Gabriel is a computer scientist and writer best known for his work on Lisp, software patterns, and his influential essay "Worse Is Better."
-
B.
Leon J. Osterweil
Leon J. Osterweil is a prominent computer scientist known for his influential contributions to software engineering, particularly in software process modeling and analysis.
-
C.
James Rumbaugh
James Rumbaugh is an American computer scientist and software engineer best known as one of the original developers of the Unified Modeling Language (UML) and a pioneer in object-oriented modeling.
-
D.
Edward D. Lazowska
Edward D. Lazowska is an American computer scientist known for his influential work in computer systems and performance evaluation, as well as his leadership in computing research and education policy.
-
E.
David Boehm
David Boehm was an American screenwriter active during Hollywood’s early sound era, known for contributing to several popular studio films of the 1930s.
- 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_69d886da626481908a14ce7830329a35 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e4332625c48190a25bf51543d797c3 |
completed | April 19, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01794f6cf481909d76e3d61f9888c5 |
completed | May 11, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_6a017b5abdc481909832a6e46d21b34b |
completed | May 11, 2026, 6:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017bcf8a6081908922f5ef2673abae |
completed | May 11, 2026, 6:48 a.m. |
Created at: April 10, 2026, 5:40 a.m.