Triple
T12157638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ralph Johnson |
E289617
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | Richard Helm |
E183840
|
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: Richard Helm | Statement: [Ralph Johnson, coAuthorWith, Richard Helm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Helm Context triple: [Ralph Johnson, coAuthorWith, Richard Helm]
-
A.
Richard Helm
chosen
Richard Helm is a software engineer and co-author of the influential "Design Patterns: Elements of Reusable Object-Oriented Software," which helped formalize and popularize design patterns in software development.
-
B.
Bob Schooley
Bob Schooley is an American television writer and producer best known as the co-creator of the animated series Kim Possible and for his extensive work on various Disney and DreamWorks animated projects.
-
C.
Ben Rich
Ben Rich was an American aerospace engineer and longtime head of Lockheed's Skunk Works, renowned for leading the development of stealth aircraft such as the F-117 Nighthawk.
-
D.
Richard Miller
Richard Miller is a philosopher known for his contributions to political philosophy and ethics, particularly within the tradition of Analytical Marxism.
-
E.
Roger K. Furse
Roger K. Furse was a British costume and production designer renowned for his work on classic films, including being among the earliest recipients of the Academy Award for Best Costume Design.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c277e481908351bf4e664dda42 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f69c8d408190abbc900deb534045 |
completed | May 2, 2026, 1:05 p.m. |
Created at: April 8, 2026, 9:50 p.m.