Triple
T7977415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Rumbaugh |
E185480
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | Ivar Jacobson |
E185479
|
NE FINISHED |
How this triple was built (2 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: Ivar Jacobson | Statement: [James Rumbaugh, coAuthorWith, Ivar Jacobson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ivar Jacobson Context triple: [James Rumbaugh, coAuthorWith, Ivar Jacobson]
-
A.
Ivar Jacobson
chosen
Ivar Jacobson is a Swedish computer scientist and software engineer best known as a pioneer of object-oriented software engineering and a key contributor to the development of modern software modeling methods.
-
B.
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.
-
C.
Alistair Cockburn
Alistair Cockburn is a software development expert and one of the original signatories of the Agile Manifesto, known for his work on agile methodologies and use-case driven development.
-
D.
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.
-
E.
Kristen Nygaard
Kristen Nygaard was a Norwegian computer scientist and pioneer of object-oriented programming, best known for co-developing the Simula programming language.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca829851908190b4e03829353ee7c3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3bf716508190b4245bd5d89ae8c4 |
completed | March 31, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63b72c508190b0ad8acf975c1527 |
completed | April 1, 2026, 12:15 a.m. |
Created at: March 30, 2026, 5:14 p.m.