Triple
T19452983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Girls (Litchfield friend group) |
E486661
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Cindy "Black Cindy" Hayes
Cindy "Black Cindy" Hayes is a central inmate character in the television series "Orange Is the New Black," known for her sharp humor, evolving religious faith, and complex personal growth throughout the show.
|
E1377585
|
NE FINISHED |
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: Cindy "Black Cindy" Hayes | Statement: [Black Girls (Litchfield friend group), hasMember, Cindy "Black Cindy" Hayes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cindy "Black Cindy" Hayes Context triple: [Black Girls (Litchfield friend group), hasMember, Cindy "Black Cindy" Hayes]
-
A.
Betty Cuthbert
Betty Cuthbert was an Australian sprinter renowned for winning four Olympic gold medals across the 100 m, 200 m, and 400 m events, earning her the nickname "The Golden Girl."
-
B.
Claire McCardell
Claire McCardell was an influential American fashion designer credited with pioneering modern American sportswear and introducing practical, ready-to-wear styles for women in the mid-20th century.
-
C.
Annie Marshall Rolph
Annie Marshall Rolph was the wife of James Rolph, a prominent California politician who served as both mayor of San Francisco and governor of California.
-
D.
Wyomia Tyus
Wyomia Tyus is an American sprinter and Olympic champion best known for becoming the first person to win consecutive gold medals in the women's 100-meter dash (1964 and 1968).
-
E.
Martita Hunt
Martita Hunt was a British character actress known for her distinguished stage work and memorable film roles in mid-20th-century cinema.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cindy "Black Cindy" Hayes Triple: [Black Girls (Litchfield friend group), hasMember, Cindy "Black Cindy" Hayes]
Generated description
Cindy "Black Cindy" Hayes is a central inmate character in the television series "Orange Is the New Black," known for her sharp humor, evolving religious faith, and complex personal growth throughout the show.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cindy "Black Cindy" Hayes Target entity description: Cindy "Black Cindy" Hayes is a central inmate character in the television series "Orange Is the New Black," known for her sharp humor, evolving religious faith, and complex personal growth throughout the show.
-
A.
Betty Cuthbert
Betty Cuthbert was an Australian sprinter renowned for winning four Olympic gold medals across the 100 m, 200 m, and 400 m events, earning her the nickname "The Golden Girl."
-
B.
Claire McCardell
Claire McCardell was an influential American fashion designer credited with pioneering modern American sportswear and introducing practical, ready-to-wear styles for women in the mid-20th century.
-
C.
Annie Marshall Rolph
Annie Marshall Rolph was the wife of James Rolph, a prominent California politician who served as both mayor of San Francisco and governor of California.
-
D.
Wyomia Tyus
Wyomia Tyus is an American sprinter and Olympic champion best known for becoming the first person to win consecutive gold medals in the women's 100-meter dash (1964 and 1968).
-
E.
Martita Hunt
Martita Hunt was a British character actress known for her distinguished stage work and memorable film roles in mid-20th-century cinema.
- F. None of above. chosen
Provenance (5 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_69d8e8d86d608190bd199a98d0297f27 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6339407a08190a3e0213bfbb4df3d |
completed | April 20, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a073b33395081909ac7e5406843da5c |
completed | May 15, 2026, 3:26 p.m. |
| NEDg | Description generation | batch_6a073ba7f03481908ed5c06a46c0a029 |
completed | May 15, 2026, 3:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073cae2df481908ed9a0ee0bc14fd5 |
completed | May 15, 2026, 3:33 p.m. |
Created at: April 10, 2026, 1:38 p.m.