Triple
T12700073
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scandal |
E303436
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Darby Stanchfield
Darby Stanchfield is an American actress best known for playing Abby Whelan on the television drama series "Scandal."
|
E1100789
|
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: Darby Stanchfield | Statement: [Scandal, hasCastMember, Darby Stanchfield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darby Stanchfield Context triple: [Scandal, hasCastMember, Darby Stanchfield]
-
A.
Dana Stinson
Dana Stinson, better known by his stage name Rockwilder, is an American hip hop and R&B record producer recognized for his work with artists like Redman, Method Man, and Janet Jackson.
-
B.
Bree Davenport
Bree Davenport is a central character in the Disney XD series "Lab Rats," known as a bionic teenager with super speed and a strong, determined personality.
-
C.
Stefanie Scott
Stefanie Scott is an American actress and singer best known for her roles in the Disney Channel series "A.N.T. Farm" and various horror and thriller films.
-
D.
Shelby Carpenter
Shelby Carpenter is a central character in the 1944 film noir "Laura," portrayed as a charming yet morally ambiguous suitor entangled in the film’s murder mystery.
-
E.
Shanley Caswell
Shanley Caswell is an American actress best known for her role as Andrea Perron in the supernatural horror film "The Conjuring."
- 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: Darby Stanchfield Triple: [Scandal, hasCastMember, Darby Stanchfield]
Generated description
Darby Stanchfield is an American actress best known for playing Abby Whelan on the television drama series "Scandal."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darby Stanchfield Target entity description: Darby Stanchfield is an American actress best known for playing Abby Whelan on the television drama series "Scandal."
-
A.
Dana Stinson
Dana Stinson, better known by his stage name Rockwilder, is an American hip hop and R&B record producer recognized for his work with artists like Redman, Method Man, and Janet Jackson.
-
B.
Bree Davenport
Bree Davenport is a central character in the Disney XD series "Lab Rats," known as a bionic teenager with super speed and a strong, determined personality.
-
C.
Stefanie Scott
Stefanie Scott is an American actress and singer best known for her roles in the Disney Channel series "A.N.T. Farm" and various horror and thriller films.
-
D.
Shelby Carpenter
Shelby Carpenter is a central character in the 1944 film noir "Laura," portrayed as a charming yet morally ambiguous suitor entangled in the film’s murder mystery.
-
E.
Shanley Caswell
Shanley Caswell is an American actress best known for her role as Andrea Perron in the supernatural horror film "The Conjuring."
- 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961ef65ac8190aedf9ade3a68e24e |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd646ee860819083277b15aaf510fd |
completed | May 8, 2026, 4:19 a.m. |
| NEDg | Description generation | batch_69fd666a21d48190932a0a91f81490b4 |
completed | May 8, 2026, 4:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd66d75974819084aa4eb48f7079a3 |
completed | May 8, 2026, 4:30 a.m. |
Created at: April 9, 2026, 5:22 p.m.