Triple
T2751192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | "Segregation now, segregation tomorrow, segregation forever" speech |
E60989
|
entity |
| Predicate | authorOfKeyPhrase |
P21904
|
FINISHED |
| Object | George Wallace |
E9906
|
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: George Wallace | Statement: ["Segregation now, segregation tomorrow, segregation forever" speech, authorOfKeyPhrase, George Wallace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Wallace Context triple: ["Segregation now, segregation tomorrow, segregation forever" speech, authorOfKeyPhrase, George Wallace]
-
A.
George Wallace
chosen
George Wallace was a four-term governor of Alabama and a prominent segregationist figure in mid-20th-century American politics, known for his staunch opposition to the civil rights movement.
-
B.
Jack Prescott
Jack Prescott is the fictional primatologist and protagonist in the 1976 remake of King Kong who becomes closely involved with the giant ape’s discovery and tragic fate.
-
C.
Eugene Talmadge
Eugene Talmadge was a controversial mid-20th-century Georgia politician who served multiple terms as governor and was known for his staunch segregationist and populist views.
-
D.
Orval Faubus
Orval Faubus was a segregationist Arkansas governor best known for his 1957 opposition to school desegregation during the Little Rock Crisis.
-
E.
Hubert Gerold Brown
Hubert Gerold Brown, better known as H. Rap Brown, is an American civil rights activist and former chairman of the Student Nonviolent Coordinating Committee who became a prominent figure in the Black Power movement.
- 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: authorOfKeyPhrase Context triple: ["Segregation now, segregation tomorrow, segregation forever" speech, authorOfKeyPhrase, George Wallace]
-
A.
authorOfDescription
Indicates that an entity is the creator or writer of a particular description or explanatory text about something.
-
B.
authorName
Indicates the name associated with the person or entity that authored a given work or resource.
-
C.
importantAuthor
Indicates that an entity plays a significant or primary authorship role in relation to another entity (such as a work, document, or publication).
-
D.
quoteAttributedTo
chosen
Indicates that a specific quotation is credited as having been said or written by a particular source or entity.
-
E.
authorMentionedBy
Indicates that a given author is referenced or cited by another entity (such as a document, work, or person).
- 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_69ab4b79846081909096725374d65ce9 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb6b6f0c8190901ab032dfb21e37 |
completed | March 7, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe896a38c81908695305d91c8a7d9 |
completed | March 10, 2026, 9:47 a.m. |
| PD | Predicate disambiguation | batch_69abd82d005c81908a1ac7a1313c6d88 |
completed | March 7, 2026, 7:47 a.m. |
Created at: March 6, 2026, 9:56 p.m.