Triple
T23215682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge, Maryland |
E580730
|
entity |
| Predicate | hasCivilRightsFigureAssociated |
P26467
|
FINISHED |
| Object | Gloria Richardson |
—
|
NE NERFINISHED |
How this triple was built (4 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: Gloria Richardson | Statement: [Cambridge, Maryland, hasCivilRightsFigureAssociated, Gloria Richardson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gloria Richardson Context triple: [Cambridge, Maryland, hasCivilRightsFigureAssociated, Gloria Richardson]
-
A.
Jo Ann Robinson
Jo Ann Robinson was a civil rights activist and educator who played a pivotal organizing role in initiating and sustaining the Montgomery bus boycott.
-
B.
Dorothy Hamer
Dorothy Hamer was the mother of American child actor Rusty Hamer, known for his role on the classic television sitcom "Make Room for Daddy."
-
C.
Gloria Thomas
Gloria Thomas is best known as the longtime wife of American pop and country singer B.J. Thomas, with whom she shared both a personal and professional partnership.
-
D.
Diane Nash
Diane Nash is an influential American civil rights leader known for her pivotal role in the Nashville sit-ins, the Freedom Rides, and the founding of the Student Nonviolent Coordinating Committee (SNCC).
-
E.
Fannie Lou Hamer
Fannie Lou Hamer was a prominent American civil rights leader and voting rights activist known for her powerful grassroots organizing in Mississippi and her role in the Mississippi Freedom Democratic Party.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gloria Richardson Target entity description: Gloria Richardson was a prominent civil rights leader who spearheaded the Cambridge Movement in Maryland during the early 1960s, challenging segregation and racial injustice through militant grassroots activism.
-
A.
Jo Ann Robinson
Jo Ann Robinson was a civil rights activist and educator who played a pivotal organizing role in initiating and sustaining the Montgomery bus boycott.
-
B.
Dorothy Hamer
Dorothy Hamer was the mother of American child actor Rusty Hamer, known for his role on the classic television sitcom "Make Room for Daddy."
-
C.
Gloria Thomas
Gloria Thomas is best known as the longtime wife of American pop and country singer B.J. Thomas, with whom she shared both a personal and professional partnership.
-
D.
Diane Nash
Diane Nash is an influential American civil rights leader known for her pivotal role in the Nashville sit-ins, the Freedom Rides, and the founding of the Student Nonviolent Coordinating Committee (SNCC).
-
E.
Fannie Lou Hamer
Fannie Lou Hamer was a prominent American civil rights leader and voting rights activist known for her powerful grassroots organizing in Mississippi and her role in the Mississippi Freedom Democratic Party.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCivilRightsFigureAssociated Context triple: [Cambridge, Maryland, hasCivilRightsFigureAssociated, Gloria Richardson]
-
A.
hasCivilRightsHistory
Indicates that an entity is associated with events, actions, or significance in the history of civil rights movements or struggles.
-
B.
roleInEmmettTillCase
Indicates that one entity had a specific role or involvement in the historical case surrounding Emmett Till.
-
C.
historicalFigureAssociated
chosen
Indicates that there is a notable connection or linkage between an entity and a historical figure, such as influence, collaboration, representation, or involvement in the figure’s life or legacy.
-
D.
marriedToCivilRightsLeader
Indicates that one person is the spouse of an individual recognized as a civil rights leader.
-
E.
civilRightsPartner
Indicates a partnership or collaborative relationship focused on advancing or supporting civil rights initiatives or advocacy.
- 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_69e2460389408190be74f41d217799a9 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f191646c548190a3f7150f0c253dc1 |
completed | April 29, 2026, 5:04 a.m. |
| PD | Predicate disambiguation | batch_69effcccee508190a7ae311fdd319806 |
completed | April 28, 2026, 12:18 a.m. |
Created at: April 17, 2026, 4:08 p.m.