Triple
T9871733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurence Juber |
E239971
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Hope Juber
Hope Juber is an American writer, producer, and actress known for her work in television and theater, including co-writing the musical "It’s the Housewives!" and collaborating frequently with her husband, guitarist Laurence Juber.
|
E825885
|
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: Hope Juber | Statement: [Laurence Juber, spouse, Hope Juber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hope Juber Context triple: [Laurence Juber, spouse, Hope Juber]
-
A.
Hope Bennett
Hope Bennett is a central teenage survivor in the post-apocalyptic series "The Walking Dead: World Beyond," known for her intelligence, emotional complexity, and pivotal role in uncovering the truth about the Civic Republic.
-
B.
Ericka Huggins
Ericka Huggins is an American activist, educator, and former leading member of the Black Panther Party known for her work in prison abolition, social justice, and community-based education.
-
C.
Ruby Aldridge
Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
-
D.
Kim Hill
Kim Hill is an American singer and songwriter best known for her early work as a vocalist with the hip hop group Black Eyed Peas before their mainstream pop success.
-
E.
Amaire Johnson
Amaire Johnson is a writer known for contributing to the work "Bounce Back."
- 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: Hope Juber Triple: [Laurence Juber, spouse, Hope Juber]
Generated description
Hope Juber is an American writer, producer, and actress known for her work in television and theater, including co-writing the musical "It’s the Housewives!" and collaborating frequently with her husband, guitarist Laurence Juber.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hope Juber Target entity description: Hope Juber is an American writer, producer, and actress known for her work in television and theater, including co-writing the musical "It’s the Housewives!" and collaborating frequently with her husband, guitarist Laurence Juber.
-
A.
Hope Bennett
Hope Bennett is a central teenage survivor in the post-apocalyptic series "The Walking Dead: World Beyond," known for her intelligence, emotional complexity, and pivotal role in uncovering the truth about the Civic Republic.
-
B.
Ericka Huggins
Ericka Huggins is an American activist, educator, and former leading member of the Black Panther Party known for her work in prison abolition, social justice, and community-based education.
-
C.
Ruby Aldridge
Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
-
D.
Kim Hill
Kim Hill is an American singer and songwriter best known for her early work as a vocalist with the hip hop group Black Eyed Peas before their mainstream pop success.
-
E.
Amaire Johnson
Amaire Johnson is a writer known for contributing to the work "Bounce Back."
- 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3f5cc948190b03186b867c92229 |
completed | April 2, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e46f18148190a36af7e7d7487205 |
completed | April 5, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69d1e5204f748190b1f56ee5469828a2 |
completed | April 5, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e598243481909278cb3c911ce3db |
completed | April 5, 2026, 4:31 a.m. |
Created at: March 30, 2026, 8:36 p.m.