Triple
T14962903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jackson James White |
E373108
|
entity |
| Predicate | notableRole |
P22
|
FINISHED |
| Object |
Stephen DeMarco in Tell Me Lies
Stephen DeMarco in *Tell Me Lies* is the manipulative, charismatic love interest whose toxic relationship with the protagonist drives much of the drama and emotional conflict in the series.
|
E1130536
|
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: Stephen DeMarco in Tell Me Lies | Statement: [Jackson James White, notableRole, Stephen DeMarco in Tell Me Lies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen DeMarco in Tell Me Lies Context triple: [Jackson James White, notableRole, Stephen DeMarco in Tell Me Lies]
-
A.
Taylor Kinney
Taylor Kinney is an American actor and model best known for his role as Lieutenant Kelly Severide on the television series "Chicago Fire."
-
B.
Drew Van Acker
Drew Van Acker is an American actor best known for his roles on television series such as "Pretty Little Liars" and "Devious Maids."
-
C.
David Zayas
David Zayas is a Puerto Rican-American actor best known for playing Detective Angel Batista on the television series "Dexter."
-
D.
Lilly McDowell
Lilly McDowell is an American actress known for roles in film and television and as the daughter of actors Mary Steenburgen and Malcolm McDowell.
-
E.
Luke Sawyer in Fifty Shades Freed
Luke Sawyer in Fifty Shades Freed is a security detail and bodyguard assigned to protect Anastasia Steele and Christian Grey, playing a supporting role in the film’s suspense and action elements.
- 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: Stephen DeMarco in Tell Me Lies Triple: [Jackson James White, notableRole, Stephen DeMarco in Tell Me Lies]
Generated description
Stephen DeMarco in *Tell Me Lies* is the manipulative, charismatic love interest whose toxic relationship with the protagonist drives much of the drama and emotional conflict in the series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen DeMarco in Tell Me Lies Target entity description: Stephen DeMarco in *Tell Me Lies* is the manipulative, charismatic love interest whose toxic relationship with the protagonist drives much of the drama and emotional conflict in the series.
-
A.
Taylor Kinney
Taylor Kinney is an American actor and model best known for his role as Lieutenant Kelly Severide on the television series "Chicago Fire."
-
B.
Drew Van Acker
Drew Van Acker is an American actor best known for his roles on television series such as "Pretty Little Liars" and "Devious Maids."
-
C.
David Zayas
David Zayas is a Puerto Rican-American actor best known for playing Detective Angel Batista on the television series "Dexter."
-
D.
Lilly McDowell
Lilly McDowell is an American actress known for roles in film and television and as the daughter of actors Mary Steenburgen and Malcolm McDowell.
-
E.
Luke Sawyer in Fifty Shades Freed
Luke Sawyer in Fifty Shades Freed is a security detail and bodyguard assigned to protect Anastasia Steele and Christian Grey, playing a supporting role in the film’s suspense and action elements.
- 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_69d85cca979481908747d2a81eba1cea |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded6d0487c8190b7754af8c5014b37 |
completed | April 15, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe8bdeec408190893d1db9254da24e |
completed | May 9, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69fe90383bd081908bc754655c203695 |
completed | May 9, 2026, 1:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe90ec50e081909ab267fee2b069bc |
completed | May 9, 2026, 1:42 a.m. |
Created at: April 10, 2026, 2:40 a.m.