Triple
T20325854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ricky Underwood |
E492335
|
entity |
| Predicate | hasBehaviorChange |
P59040
|
FINISHED |
| Object | from promiscuous to committed partner |
—
|
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: from promiscuous to committed partner | Statement: [Ricky Underwood, hasBehaviorChange, from promiscuous to committed partner]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBehaviorChange Context triple: [Ricky Underwood, hasBehaviorChange, from promiscuous to committed partner]
-
A.
behaviorObserved
Indicates that a particular behavior or action has been witnessed, recorded, or detected in relation to an entity or context.
-
B.
hasPolicyChange
Indicates that a change has been made to an existing policy or set of policies affecting the related entities.
-
C.
hasChangeControl
Indicates that an entity is subject to a defined process for reviewing, approving, and managing modifications or updates.
-
D.
hasCoreBehavior
Indicates that an entity possesses or exhibits a fundamental, defining behavior that is central to its function or identity.
-
E.
hasChangedOverTime
chosen
Indicates that the state, value, or characteristics of an entity or relationship have become different at some point across a period of time.
- 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_69e0b4a0134081909113563e1c3ba68a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6778f20288190b1862d6be61bfb67 |
completed | April 20, 2026, 6:59 p.m. |
| PD | Predicate disambiguation | batch_69e5762655ac8190a8cc48a29fa2c0c4 |
completed | April 20, 2026, 12:41 a.m. |
Created at: April 16, 2026, 11:21 a.m.