Triple
T12192901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oklahoma (fictional setting) |
E290507
|
entity |
| Predicate | startingPointOfJourneyFor |
P41494
|
FINISHED |
| Object | Joad family |
E59168
|
NE FINISHED |
How this triple was built (3 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: Joad family | Statement: [Oklahoma (fictional setting), startingPointOfJourneyFor, Joad family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joad family Context triple: [Oklahoma (fictional setting), startingPointOfJourneyFor, Joad family]
-
A.
Joad family
chosen
The Joad family is the central Dust Bowl-era migrant family in John Steinbeck’s novel "The Grapes of Wrath," whose journey from Oklahoma to California embodies the struggles of poverty, displacement, and resilience during the Great Depression.
-
B.
Joad
Joad is the surname of the central Dust Bowl migrant family in John Steinbeck’s novel "The Grapes of Wrath."
-
C.
Al Joad
Al Joad is a mechanically skilled, car-obsessed younger son of the Joad family in John Steinbeck’s novel "The Grapes of Wrath," known for his growth from a carefree youth to a more responsible family member during their migration.
-
D.
Winfield Joad
Winfield Joad is the youngest son in the Joad family in John Steinbeck’s novel "The Grapes of Wrath," representing childhood innocence amid the hardships of the Great Depression.
-
E.
Pa Joad
Pa Joad is the hard-working, increasingly disempowered patriarch of the Joad family in John Steinbeck’s novel "The Grapes of Wrath," embodying the struggles of Dust Bowl-era migrant farmers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: startingPointOfJourneyFor Context triple: [Oklahoma (fictional setting), startingPointOfJourneyFor, Joad family]
-
A.
journeyFrom
Indicates that an entity undertakes or originates a journey starting from a specified location or source.
-
B.
tourStartingPoint
Indicates the location or point from which a tour begins.
-
C.
isStartingPointOf
chosen
Indicates that something serves as the initial point or origin from which another thing, process, or path begins.
-
D.
journeyDestination
Indicates that one entity serves as the endpoint or intended destination of another entity’s journey or travel.
-
E.
startPoint
Indicates the initial location or position from which an object, path, or action begins.
- F. None of above.
Provenance (4 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_69d6ab64de5881908d56eb7a75c6cc69 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d938cd2edc8190b1971349dbc0dee0 |
completed | April 10, 2026, 5:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6345c27508190bd2e9d466ebce73c |
completed | May 2, 2026, 5:29 p.m. |
| PD | Predicate disambiguation | batch_69d91c38321c819080d500d0d64a04f6 |
completed | April 10, 2026, 3:50 p.m. |
Created at: April 8, 2026, 9:50 p.m.