Triple
T14358801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secrets and Lies (U.S. TV series) |
E356040
|
entity |
| Predicate | season1LeadCharacter |
P86741
|
FINISHED |
| Object |
Ben Crawford
Ben Crawford is the central protagonist of the first season of the American TV drama "Secrets and Lies," a suburban family man who becomes the prime suspect in a young boy’s murder.
|
E1113763
|
NE FINISHED |
How this triple was built (5 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: Ben Crawford | Statement: [Secrets and Lies (U.S. TV series), season1LeadCharacter, Ben Crawford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Crawford Context triple: [Secrets and Lies (U.S. TV series), season1LeadCharacter, Ben Crawford]
-
A.
Andrew Crawford
Andrew Crawford is a relatively common personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
-
B.
Mitch McDeere
Mitch McDeere is an ambitious young Harvard-educated lawyer who becomes entangled in a corrupt law firm’s criminal activities in John Grisham’s legal thriller "The Firm."
-
C.
Max O’Hara
Max O’Hara is a fast-talking, ambitious showman and nightclub promoter who brings the giant gorilla Joe to Hollywood in the 1949 adventure film "Mighty Joe Young."
-
D.
Joel Crawford
Joel Crawford is an American film director and storyboard artist best known for his work on animated features such as "Puss in Boots: The Last Wish."
-
E.
Jack O'Callahan
Jack O'Callahan is an American former defenseman best known for being part of the "Miracle on Ice" U.S. team that won gold at the 1980 Winter Olympics before going on to play in the NHL.
- 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: Ben Crawford Triple: [Secrets and Lies (U.S. TV series), season1LeadCharacter, Ben Crawford]
Generated description
Ben Crawford is the central protagonist of the first season of the American TV drama "Secrets and Lies," a suburban family man who becomes the prime suspect in a young boy’s murder.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Crawford Target entity description: Ben Crawford is the central protagonist of the first season of the American TV drama "Secrets and Lies," a suburban family man who becomes the prime suspect in a young boy’s murder.
-
A.
Andrew Crawford
Andrew Crawford is a relatively common personal name shared by multiple individuals across various professions, including sports, academia, and the arts.
-
B.
Mitch McDeere
Mitch McDeere is an ambitious young Harvard-educated lawyer who becomes entangled in a corrupt law firm’s criminal activities in John Grisham’s legal thriller "The Firm."
-
C.
Max O’Hara
Max O’Hara is a fast-talking, ambitious showman and nightclub promoter who brings the giant gorilla Joe to Hollywood in the 1949 adventure film "Mighty Joe Young."
-
D.
Joel Crawford
Joel Crawford is an American film director and storyboard artist best known for his work on animated features such as "Puss in Boots: The Last Wish."
-
E.
Jack O'Callahan
Jack O'Callahan is an American former defenseman best known for being part of the "Miracle on Ice" U.S. team that won gold at the 1980 Winter Olympics before going on to play in the NHL.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: season1LeadCharacter Context triple: [Secrets and Lies (U.S. TV series), season1LeadCharacter, Ben Crawford]
-
A.
laterMainCharacterOf
Indicates that one entity becomes the main character of a work at a later point in time, succeeding another main character.
-
B.
mainCharactersAre
Indicates that the specified entities serve as the primary or central characters in a narrative or work.
-
C.
firstChampion
Indicates that one entity is the earliest or original champion or title-holder in relation to another entity.
-
D.
mainThemeCharacter
Indicates that a character serves as the central or primary figure associated with the main theme of a work or narrative.
-
E.
hasMainThemeCharacter
chosen
Indicates that a work (such as a story, film, or game) features a specific character as its central or primary thematic focus.
- F. None of above.
Provenance (6 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8f52ca7881908704eef20228aed3 |
completed | April 14, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde16198488190ad69eeebd09c45da |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde580a8cc8190b5480271b1a06f4d |
completed | May 8, 2026, 1:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde68f4ee08190b1ee18eaa390a8ff |
completed | May 8, 2026, 1:35 p.m. |
| PD | Predicate disambiguation | batch_69de2a9958e881909d03ac03f135163e |
completed | April 14, 2026, 11:52 a.m. |
Created at: April 10, 2026, 1:15 a.m.