Triple
T34286955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allen |
E879764
|
entity |
| Predicate | basedOnParadigm |
P198609
|
FINISHED |
| Object | behavior-based robotics |
—
|
LITERAL 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: behavior-based robotics | Statement: [Allen, basedOnParadigm, behavior-based robotics]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: basedOnParadigm Context triple: [Allen, basedOnParadigm, behavior-based robotics]
-
A.
languageParadigm
Indicates a relationship where a programming language follows, supports, or is categorized under a particular programming paradigm.
-
B.
softwareParadigm
Indicates that a piece of software or a programming language follows or is based on a particular programming paradigm or style of development.
-
C.
supportedParadigm
Indicates that one entity (such as a tool, language, or system) provides functionality or features that enable or are compatible with a particular paradigm or methodological approach.
-
D.
codingParadigm
Indicates the programming paradigm or style (e.g., object-oriented, functional, procedural) that characterizes how code is structured and organized in a given context.
-
E.
programmingParadigmWorkedOn
Indicates that an entity has worked on or been involved with a particular programming paradigm.
- F. None of above. chosen
Provenance (4 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_69f349b6df1c81908e5e5b6c2ab6409b |
completed | April 30, 2026, 12:23 p.m. |
| NER | Named-entity recognition | batch_69fef5cf8da881908260ec633830375d |
completed | May 9, 2026, 8:52 a.m. |
| PD | Predicate disambiguation | batch_69fef455e40481909861c82007b79bc0 |
completed | May 9, 2026, 8:46 a.m. |
| PDg | Predicate description generation | batch_69fef5cec8208190b85665ab6a511a08 |
completed | May 9, 2026, 8:52 a.m. |
Created at: May 1, 2026, 1:57 a.m.