Triple
T16063499
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norma Bates |
E389672
|
entity |
| Predicate | hasFormerSpouse |
P23411
|
FINISHED |
| Object | Sam Bates |
E1197501
|
NE FINISHED |
How this triple was built (3 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: Sam Bates | Statement: [Norma Bates, hasFormerSpouse, Sam Bates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Bates Context triple: [Norma Bates, hasFormerSpouse, Sam Bates]
-
A.
Sam Bates
chosen
Sam Bates is a character in the "Psycho" franchise, known as the husband of Norma Bates and stepfather of Norman Bates in certain adaptations of the story.
-
B.
Russ Bates
Russ Bates is a scientific researcher known for co-authoring a 2021 study published in the journal Nature.
-
C.
John Brett
John Brett was a 19th-century British painter associated with the Pre-Raphaelite movement, renowned for his highly detailed landscapes and maritime scenes.
-
D.
William Bales
William Bales was the husband of Academy Award–winning American actress Jo Van Fleet.
-
E.
Colin Tate
Colin Tate is a character best known as the troubled, mind-controlled assassin protagonist in Brandon Cronenberg’s 2020 science fiction horror film "Possessor."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFormerSpouse Context triple: [Norma Bates, hasFormerSpouse, Sam Bates]
-
A.
marriedBefore
Indicates that one entity entered into a marriage at an earlier time than the other entity.
-
B.
exSpouse
chosen
Indicates that two people were formerly married to each other but are no longer spouses.
-
C.
spouseLaterMarriedBy
Indicates that one’s spouse subsequently entered into a later marriage with another partner.
-
D.
formerFiancéeOf
Indicates that one person was previously engaged to be married to another person, but the engagement has since ended.
-
E.
marriedBy
Indicates that one entity is the officiant or authority who performs and formalizes the marriage of another entity.
- F. None of above.
Provenance (4 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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1858a00888190b8505071575dc56f |
completed | April 17, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fffeeb32348190a1896059479c236c |
completed | May 10, 2026, 3:43 a.m. |
| PD | Predicate disambiguation | batch_69e18272f2288190a17d45fb01cc2b07 |
completed | April 17, 2026, 12:44 a.m. |
Created at: April 10, 2026, 4:57 a.m.