Triple
T3452278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Langdon film series |
E72818
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Sienna Brooks
Sienna Brooks is a brilliant but enigmatic doctor who becomes Robert Langdon’s key ally and complex foil in the film adaptation of Dan Brown’s thriller "Inferno."
|
E360762
|
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: Sienna Brooks | Statement: [Robert Langdon film series, featuresCharacter, Sienna Brooks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sienna Brooks Context triple: [Robert Langdon film series, featuresCharacter, Sienna Brooks]
-
A.
Kira Kelly
Kira Kelly is an American cinematographer known for her acclaimed work on socially conscious documentaries and television, including Ava DuVernay’s film "13th."
-
B.
Brooke Hayward
Brooke Hayward is an American actress, author, and socialite best known for her memoir "Haywire" about her prominent Hollywood family.
-
C.
Hadley Richardson
Hadley Richardson was the first wife of Ernest Hemingway and a central figure in his early life in Paris, later immortalized in his memoir "A Moveable Feast."
-
D.
Ashley Brooke
Ashley Brooke is an actress known for her role in the film "Troop Zero."
-
E.
Brooke Hunter
Brooke Hunter is known as the wife of the late Canadian-American comedic actor Leslie Nielsen.
- 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: Sienna Brooks Triple: [Robert Langdon film series, featuresCharacter, Sienna Brooks]
Generated description
Sienna Brooks is a brilliant but enigmatic doctor who becomes Robert Langdon’s key ally and complex foil in the film adaptation of Dan Brown’s thriller "Inferno."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sienna Brooks Target entity description: Sienna Brooks is a brilliant but enigmatic doctor who becomes Robert Langdon’s key ally and complex foil in the film adaptation of Dan Brown’s thriller "Inferno."
-
A.
Kira Kelly
Kira Kelly is an American cinematographer known for her acclaimed work on socially conscious documentaries and television, including Ava DuVernay’s film "13th."
-
B.
Brooke Hayward
Brooke Hayward is an American actress, author, and socialite best known for her memoir "Haywire" about her prominent Hollywood family.
-
C.
Hadley Richardson
Hadley Richardson was the first wife of Ernest Hemingway and a central figure in his early life in Paris, later immortalized in his memoir "A Moveable Feast."
-
D.
Ashley Brooke
Ashley Brooke is an actress known for her role in the film "Troop Zero."
-
E.
Brooke Hunter
Brooke Hunter is known as the wife of the late Canadian-American comedic actor Leslie Nielsen.
- 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_69ad85b12a908190a1d10a6b03b4f8ae |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbaa2f5ec81909ced93c01e8fe38b |
completed | March 8, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b367ff05a08190a0c4df5ebfb9741d |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b3690b23e48190996ea248b5c4a7c7 |
completed | March 13, 2026, 1:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3697bb2108190841ea71a22653bc4 |
completed | March 13, 2026, 1:33 a.m. |
Created at: March 8, 2026, 3:16 p.m.