Triple
T7666431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kent Beck |
E173633
|
entity |
| Predicate | languageUsed |
P238
|
FINISHED |
| Object | Smalltalk |
E61024
|
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: Smalltalk | Statement: [Kent Beck, languageUsed, Smalltalk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Smalltalk Context triple: [Kent Beck, languageUsed, Smalltalk]
-
A.
Smalltalk
chosen
Smalltalk is an influential object-oriented, dynamically typed programming language and environment known for pioneering many concepts in modern software development, including graphical user interfaces and integrated development environments.
-
B.
GNU Smalltalk
GNU Smalltalk is a free, open-source implementation of the Smalltalk programming language that emphasizes scripting and command-line use while remaining compatible with traditional Smalltalk environments.
-
C.
Squeak programming system
The Squeak programming system is an open-source, multimedia-capable implementation of the Smalltalk language designed for educational use, rapid prototyping, and exploratory programming.
-
D.
On to Smalltalk (programming book)
"On to Smalltalk" is a programming book by Patrick Henry Winston that introduces and teaches the Smalltalk language and its object-oriented programming concepts.
-
E.
Oberon-2
Oberon-2 is an object-oriented, statically typed programming language that extends Niklaus Wirth’s Oberon with features like type-bound procedures and read-only export while preserving simplicity and efficiency.
- 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701c1383c8190ab5bf803bd6211a9 |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b260000819088d744ea8dc53cd2 |
completed | March 29, 2026, 3:23 a.m. |
Created at: March 27, 2026, 4 p.m.