Triple
T5154762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tasha "Taystee" Jefferson |
E116281
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Black Girls of Litchfield friend group |
E486661
|
NE 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: Black Girls of Litchfield friend group | Statement: [Tasha "Taystee" Jefferson, memberOf, Black Girls of Litchfield friend group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Girls of Litchfield friend group Context triple: [Tasha "Taystee" Jefferson, memberOf, Black Girls of Litchfield friend group]
-
A.
Black Girls (Litchfield friend group)
chosen
Black Girls (Litchfield friend group) is a close-knit circle of Black female inmates at Litchfield Penitentiary in *Orange Is the New Black*, known for their camaraderie, humor, and shared experiences within the prison.
-
B.
Litchfield Female Academy
Litchfield Female Academy was an influential early 19th-century American girls' school in Connecticut known for advancing women's education and producing prominent female reformers and educators.
-
C.
The Book Group
The Book Group is a British television comedy-drama series centered on a dysfunctional Glasgow book club whose members’ personal lives and relationships drive much of the show’s darkly comic narrative.
-
D.
Calendar Girls
Calendar Girls is a 2003 British comedy-drama film, inspired by a true story, about a group of middle-aged women who pose nude for a charity calendar.
-
E.
Friends of the Hill People
Friends of the Hill People is the motto of the Assam Rifles, reflecting the force’s longstanding role in supporting and protecting communities in India’s hilly and border regions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69bd445d94788190b72e2cc563120995 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd78ddb01081909457ff4208eac4d7 |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed00e333881908487be6958e5133c |
completed | March 21, 2026, 5:06 p.m. |
Created at: March 20, 2026, 1:44 p.m.