Triple
T15674214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eliot Loudermilk |
E377394
|
entity |
| Predicate | turningPointInPlot |
P71660
|
FINISHED |
| Object | his firing demonstrates Frank Cross’s lack of empathy |
—
|
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: his firing demonstrates Frank Cross’s lack of empathy | Statement: [Eliot Loudermilk, turningPointInPlot, his firing demonstrates Frank Cross’s lack of empathy]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: turningPointInPlot Context triple: [Eliot Loudermilk, turningPointInPlot, his firing demonstrates Frank Cross’s lack of empathy]
-
A.
turningPointIn
Indicates that an event or situation serves as a decisive change or pivotal moment within a larger process, narrative, or development.
-
B.
turningPointAgainst
Indicates a pivotal moment or event that shifts momentum or advantage against a particular entity or side.
-
C.
majorPlotPoint
chosen
Indicates that an event or development plays a central, pivotal role in the overall progression or outcome of the plot.
-
D.
branchPoint
Indicates a point in a process, structure, or path where a single preceding element splits into two or more alternative continuations or options.
-
E.
interactionPoint
Indicates a specific location or moment where two or more entities come into contact or engage with each other.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f2c996c8190a9ebe0e92608feaa |
completed | April 16, 2026, 2:53 a.m. |
| PD | Predicate disambiguation | batch_69deda8b36a4819081cb5708fe77ef51 |
completed | April 15, 2026, 12:23 a.m. |
Created at: April 10, 2026, 4:16 a.m.