Triple
T4396163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Jay Gould |
E99492
|
entity |
| Predicate | coDeveloperOf |
P6901
|
FINISHED |
| Object | punctuated equilibrium |
E436721
|
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: punctuated equilibrium | Statement: [Stephen Jay Gould, coDeveloperOf, punctuated equilibrium]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: punctuated equilibrium Context triple: [Stephen Jay Gould, coDeveloperOf, punctuated equilibrium]
-
A.
theory of punctuated equilibrium
chosen
The theory of punctuated equilibrium is an evolutionary model proposing that species remain relatively unchanged for long periods, interrupted by brief, rapid bursts of significant evolutionary change often associated with speciation events.
-
B.
shifting balance theory
Shifting balance theory is an evolutionary framework proposed by Sewall Wright that explains how genetic drift, selection, and gene flow interact across subdivided populations to drive adaptive evolution.
-
C.
Evolution
"Evolution" is a film featuring actress Katharine Towne, known as one of her more prominent screen roles.
-
D.
Evolution
Evolution is a personal information management application and email client for Unix-like systems that integrates mail, calendar, address book, and task list functionality.
-
E.
Evolution
"Evolution" is a 2001 studio album by the American R&B group Journey, showcasing a blend of rock and melodic ballads that helped define their classic sound.
- 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352ab928c81909f4406d5df3e081b |
completed | March 12, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5ec77d081909b07ebd004be136f |
completed | March 14, 2026, 11:57 p.m. |
Created at: March 12, 2026, 11:20 p.m.