Triple
T10194467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FlashForward |
E238124
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Olivia Benford
Olivia Benford is a central character in the science fiction TV series "FlashForward," known as a dedicated surgeon and the wife of FBI agent Mark Benford.
|
E846577
|
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: Olivia Benford | Statement: [FlashForward, mainCharacter, Olivia Benford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Olivia Benford Context triple: [FlashForward, mainCharacter, Olivia Benford]
-
A.
Olivia Walton
Olivia Walton is the strong, nurturing matriarch of the Walton family in the classic American television series "The Waltons."
-
B.
Olivia Morris
Olivia Morris is a British actress best known internationally for her role in the blockbuster Indian film "RRR."
-
C.
Olivia Morgan
Olivia Morgan is an American communications and public affairs professional known for her work in politics and as the wife of political strategist David Plouffe.
-
D.
Olivia Llewellyn
Olivia Llewellyn is a British actress known for her work in television, film, and theatre, including roles in period dramas and crime series.
-
E.
Olivia Mell
Olivia Mell is known as the daughter of American actress Mary McDonnell.
- 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: Olivia Benford Triple: [FlashForward, mainCharacter, Olivia Benford]
Generated description
Olivia Benford is a central character in the science fiction TV series "FlashForward," known as a dedicated surgeon and the wife of FBI agent Mark Benford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Olivia Benford Target entity description: Olivia Benford is a central character in the science fiction TV series "FlashForward," known as a dedicated surgeon and the wife of FBI agent Mark Benford.
-
A.
Olivia Walton
Olivia Walton is the strong, nurturing matriarch of the Walton family in the classic American television series "The Waltons."
-
B.
Olivia Morris
Olivia Morris is a British actress best known internationally for her role in the blockbuster Indian film "RRR."
-
C.
Olivia Morgan
Olivia Morgan is an American communications and public affairs professional known for her work in politics and as the wife of political strategist David Plouffe.
-
D.
Olivia Llewellyn
Olivia Llewellyn is a British actress known for her work in television, film, and theatre, including roles in period dramas and crime series.
-
E.
Olivia Mell
Olivia Mell is known as the daughter of American actress Mary McDonnell.
- 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_69ca84de1b208190bf17bb305b002605 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdedc7cc748190bceb8f657afcc054 |
completed | April 2, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317d3c1bc8190811b809aaf93a754 |
completed | April 6, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69d318a95450819086cd07610de39a55 |
completed | April 6, 2026, 2:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d319593c908190adc43bc2a213211f |
completed | April 6, 2026, 2:24 a.m. |
Created at: March 30, 2026, 9:13 p.m.