Triple
T19988175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amy Juergens |
E493988
|
entity |
| Predicate | hasGrandfather |
P979
|
FINISHED |
| Object | Marshall Bowman (by marriage through Ricky’s family connection to John) |
—
|
NE NERFINISHED |
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: Marshall Bowman (by marriage through Ricky’s family connection to John) | Statement: [Amy Juergens, hasGrandfather, Marshall Bowman (by marriage through Ricky’s family connection to John)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Bowman (by marriage through Ricky’s family connection to John) Context triple: [Amy Juergens, hasGrandfather, Marshall Bowman (by marriage through Ricky’s family connection to John)]
-
A.
Russ Bowman in Married
Russ Bowman is the beleaguered, sarcastic husband and father at the center of the dark comedy series "Married," navigating the frustrations and absurdities of long-term relationships and family life.
-
B.
Damian Grimaldi (by marriage/relationship)
Damian Grimaldi (by marriage/relationship) is a character from the soap opera "As the World Turns," known for his complex ties to the Snyder family through romantic and familial relationships.
-
C.
Ricky Lauren
Ricky Lauren is an American author, photographer, and artist best known as the wife and muse of fashion designer Ralph Lauren and for her lifestyle and cookbooks inspired by their family life.
-
D.
Ricky (mistaken identity in parallel universe)
Ricky is the parallel-universe doppelgänger of Mickey Smith in Doctor Who, whose mistaken identity creates confusion and drives key plot developments.
-
E.
Married to Jonas
Married to Jonas is an American reality television series that follows musician Kevin Jonas and his wife Danielle as they navigate married life and family dynamics.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Bowman (by marriage through Ricky’s family connection to John) Target entity description: Marshall Bowman is a character from the TV series "The Secret Life of the American Teenager," known as the late father of Grace Bowman and a central figure whose death significantly impacts the Bowman and extended Juergens families.
-
A.
Russ Bowman in Married
Russ Bowman is the beleaguered, sarcastic husband and father at the center of the dark comedy series "Married," navigating the frustrations and absurdities of long-term relationships and family life.
-
B.
Damian Grimaldi (by marriage/relationship)
Damian Grimaldi (by marriage/relationship) is a character from the soap opera "As the World Turns," known for his complex ties to the Snyder family through romantic and familial relationships.
-
C.
Ricky Lauren
Ricky Lauren is an American author, photographer, and artist best known as the wife and muse of fashion designer Ralph Lauren and for her lifestyle and cookbooks inspired by their family life.
-
D.
Ricky (mistaken identity in parallel universe)
Ricky is the parallel-universe doppelgänger of Mickey Smith in Doctor Who, whose mistaken identity creates confusion and drives key plot developments.
-
E.
Married to Jonas
Married to Jonas is an American reality television series that follows musician Kevin Jonas and his wife Danielle as they navigate married life and family dynamics.
- F. None of above. chosen
Provenance (2 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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65fddfee081909aa8cd6e279b2a7a |
completed | April 20, 2026, 5:18 p.m. |
Created at: April 11, 2026, 3:30 p.m.