Triple
T4177250
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ACM SIGSOFT Outstanding Research Award |
E86506
|
entity |
| Predicate | hasRecipient |
P108
|
FINISHED |
| Object |
Barry W. Boehm
Barry W. Boehm is a pioneering American software engineer and computer scientist best known for developing the spiral model of software development and making foundational contributions to software cost estimation and engineering economics.
|
E416848
|
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 W. Boehm | Statement: [ACM SIGSOFT Outstanding Research Award, hasRecipient, Barry W. Boehm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barry W. Boehm Context triple: [ACM SIGSOFT Outstanding Research Award, hasRecipient, Barry W. Boehm]
-
A.
Fred Brooks
Fred Brooks was an influential American computer scientist and software engineering pioneer best known for managing IBM’s System/360 project and authoring the classic book "The Mythical Man-Month."
-
B.
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.
-
C.
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.
-
D.
Grady Booch
Grady Booch is an American software engineer and author best known as a co-developer of the Unified Modeling Language (UML) and a pioneer in object-oriented design.
-
E.
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.
- 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 W. Boehm Triple: [ACM SIGSOFT Outstanding Research Award, hasRecipient, Barry W. Boehm]
Generated description
Barry W. Boehm is a pioneering American software engineer and computer scientist best known for developing the spiral model of software development and making foundational contributions to software cost estimation and engineering economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barry W. Boehm Target entity description: Barry W. Boehm is a pioneering American software engineer and computer scientist best known for developing the spiral model of software development and making foundational contributions to software cost estimation and engineering economics.
-
A.
Fred Brooks
Fred Brooks was an influential American computer scientist and software engineering pioneer best known for managing IBM’s System/360 project and authoring the classic book "The Mythical Man-Month."
-
B.
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.
-
C.
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.
-
D.
Grady Booch
Grady Booch is an American software engineer and author best known as a co-developer of the Unified Modeling Language (UML) and a pioneer in object-oriented design.
-
E.
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.
- 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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02ec20fc8190b6f30576337e0ddc |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f57509881909d0353a48d868f5d |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fbb037481908b2891e3af32e6e5 |
completed | March 14, 2026, 3:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58016777c8190a3e73ab96907e3a3 |
completed | March 14, 2026, 3:34 p.m. |
Created at: March 9, 2026, 3:45 p.m.