Triple
T20325768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ABC Family |
E492332
|
entity |
| Predicate | notableOriginalProgramming |
P93899
|
FINISHED |
| Object |
Twisted
Twisted is a teen mystery drama television series that aired on ABC Family, centered on a charismatic 16-year-old with a troubled past who becomes the prime suspect in a classmate’s murder.
|
E1423476
|
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: Twisted | Statement: [ABC Family, notableOriginalProgramming, Twisted]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twisted Context triple: [ABC Family, notableOriginalProgramming, Twisted]
-
A.
Twisted
Twisted is a track from Joni Mitchell’s acclaimed 1974 album "Court and Spark," known for its jazzy style and witty, sardonic lyrics.
-
B.
Twisted
"Twisted" is a 1996 R&B slow jam by Keith Sweat, known for its smooth groove, romantic lyrics, and status as one of his biggest hits.
-
C.
Twisted
Twisted is a 1996 erotic thriller film starring Denise Richards as a troubled high school student entangled in a dangerous web of seduction and manipulation.
-
D.
Twisted Logic
"Twisted Logic" is a song by the British rock band Coldplay from their third studio album, X&Y.
-
E.
The Twisted Ones
The Twisted Ones is a horror novel by T. Kingfisher that blends Southern Gothic atmosphere with cosmic terror as a woman clearing out her late grandmother’s house uncovers a sinister, otherworldly presence.
- 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: Twisted Triple: [ABC Family, notableOriginalProgramming, Twisted]
Generated description
Twisted is a teen mystery drama television series that aired on ABC Family, centered on a charismatic 16-year-old with a troubled past who becomes the prime suspect in a classmate’s murder.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twisted Target entity description: Twisted is a teen mystery drama television series that aired on ABC Family, centered on a charismatic 16-year-old with a troubled past who becomes the prime suspect in a classmate’s murder.
-
A.
Twisted
Twisted is a track from Joni Mitchell’s acclaimed 1974 album "Court and Spark," known for its jazzy style and witty, sardonic lyrics.
-
B.
Twisted
"Twisted" is a 1996 R&B slow jam by Keith Sweat, known for its smooth groove, romantic lyrics, and status as one of his biggest hits.
-
C.
Twisted
Twisted is a 1996 erotic thriller film starring Denise Richards as a troubled high school student entangled in a dangerous web of seduction and manipulation.
-
D.
Twisted Logic
"Twisted Logic" is a song by the British rock band Coldplay from their third studio album, X&Y.
-
E.
The Twisted Ones
The Twisted Ones is a horror novel by T. Kingfisher that blends Southern Gothic atmosphere with cosmic terror as a woman clearing out her late grandmother’s house uncovers a sinister, otherworldly presence.
- 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_69e0b4a0134081909113563e1c3ba68a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6778f20288190b1862d6be61bfb67 |
completed | April 20, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08612cc2c0819092d074fda6f0d995 |
completed | May 16, 2026, 12:21 p.m. |
| NEDg | Description generation | batch_6a086264e3408190847a995f3538c70b |
completed | May 16, 2026, 12:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0863b6dd84819089344a5ff28bf0cf |
completed | May 16, 2026, 12:31 p.m. |
Created at: April 16, 2026, 11:21 a.m.