Triple
T625172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Bender |
E15800
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object | Nicholas Negroponte |
E34093
|
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: Nicholas Negroponte | Statement: [Walter Bender, collaboratedWith, Nicholas Negroponte]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicholas Negroponte Context triple: [Walter Bender, collaboratedWith, Nicholas Negroponte]
-
A.
Nicholas Negroponte
chosen
Nicholas Negroponte is an American architect and technology visionary best known as the founding director of the MIT Media Lab and a prominent advocate for the digital revolution.
-
B.
Bill Joy
Bill Joy is an American computer scientist and software engineer best known as a co-founder of Sun Microsystems and a key developer of the Unix-based BSD operating system and the vi text editor.
-
C.
Tim O'Reilly
Tim O'Reilly is a prominent technology publisher, author, and founder of O'Reilly Media, known for popularizing terms like "open source" and "Web 2.0" and for his influential role in shaping the modern tech industry.
-
D.
Mitchel Resnick
Mitchel Resnick is an American educator and MIT professor known for his pioneering work in constructionist learning and for leading the development of the Scratch programming language for children.
-
E.
Ray Kurzweil
Ray Kurzweil is an American inventor, futurist, and author known for his pioneering work in fields such as optical character recognition, text-to-speech synthesis, and artificial intelligence, as well as his predictions about technological singularity.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e574444819087999404f3e3ffd9 |
completed | March 1, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5670380948190954bbdf802ed403c |
completed | March 2, 2026, 10:31 a.m. |
Created at: March 1, 2026, 7:35 p.m.