Triple
T16695546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donna Martin |
E405705
|
entity |
| Predicate | undergoesCharacterDevelopmentIn |
P20798
|
FINISHED |
| Object | later seasons of Beverly Hills, 90210 |
—
|
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: later seasons of Beverly Hills, 90210 | Statement: [Donna Martin, undergoesCharacterDevelopmentIn, later seasons of Beverly Hills, 90210]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: undergoesCharacterDevelopmentIn Context triple: [Donna Martin, undergoesCharacterDevelopmentIn, later seasons of Beverly Hills, 90210]
-
A.
protagonistTransformation
Indicates a change or evolution that the main character undergoes, typically altering their traits, beliefs, or role over the course of a narrative.
-
B.
characterArc
chosen
Indicates the developmental journey or transformation a character undergoes over the course of a narrative.
-
C.
developmentCharacter
Indicates a relationship where one entity contributes to or influences the growth, formation, or evolution of another entity’s characteristics or qualities.
-
D.
characterArcElement
Indicates that one element is a component or stage within a character’s overall developmental arc or transformation.
-
E.
characterArcOutcome
Indicates the resulting change, resolution, or final state of a character’s personal journey or development over the course of a narrative.
- F. None of above.
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_69d8838db21081909589220fd71440a4 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37eacfa788190a8d2058f96c0d445 |
completed | April 18, 2026, 12:53 p.m. |
| PD | Predicate disambiguation | batch_69e319bc73908190a0e38bc926b31f10 |
completed | April 18, 2026, 5:42 a.m. |
Created at: April 10, 2026, 5:19 a.m.