Triple
T10553681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love, Inc. |
E249017
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Denise Johnson
Denise Johnson is a fictional character who serves as one of the central figures in the television sitcom "Love, Inc.," which follows a group of professional matchmakers navigating their clients' and their own romantic lives.
|
E960910
|
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: Denise Johnson | Statement: [Love, Inc., mainCharacter, Denise Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denise Johnson Context triple: [Love, Inc., mainCharacter, Denise Johnson]
-
A.
Denise Johnson
Denise Johnson was a British soul and rock singer best known for her powerful vocals with the band A Certain Ratio and her acclaimed work with acts like Primal Scream.
-
B.
Suzanne Johnson
Suzanne Johnson is a member of the Johnson family, known primarily in relation to that family group.
-
C.
Deborah Johnson
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
-
D.
Denise Bond
Denise Bond is a person notable enough to be recognized as a bearer of the surname Bond, though specific widely known public details about her are not clearly established.
-
E.
Caryn Elaine Johnson
Caryn Elaine Johnson is the birth name of Whoopi Goldberg, the acclaimed American actress, comedian, and television host.
- 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: Denise Johnson Triple: [Love, Inc., mainCharacter, Denise Johnson]
Generated description
Denise Johnson is a fictional character who serves as one of the central figures in the television sitcom "Love, Inc.," which follows a group of professional matchmakers navigating their clients' and their own romantic lives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denise Johnson Target entity description: Denise Johnson is a fictional character who serves as one of the central figures in the television sitcom "Love, Inc.," which follows a group of professional matchmakers navigating their clients' and their own romantic lives.
-
A.
Denise Johnson
Denise Johnson was a British soul and rock singer best known for her powerful vocals with the band A Certain Ratio and her acclaimed work with acts like Primal Scream.
-
B.
Suzanne Johnson
Suzanne Johnson is a member of the Johnson family, known primarily in relation to that family group.
-
C.
Deborah Johnson
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
-
D.
Denise Bond
Denise Bond is a person notable enough to be recognized as a bearer of the surname Bond, though specific widely known public details about her are not clearly established.
-
E.
Caryn Elaine Johnson
Caryn Elaine Johnson is the birth name of Whoopi Goldberg, the acclaimed American actress, comedian, and television host.
- 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_69d381c733c08190ab1dd6239f5f34ae |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d52710869c81909b6db1a190825bad |
completed | April 7, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49c59538081909102a6954f564e46 |
completed | May 1, 2026, 12:28 p.m. |
| NEDg | Description generation | batch_69f53d8ec5448190b303624887f7fa05 |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f56495830c8190ad5e1767f251b4c5 |
completed | May 2, 2026, 2:42 a.m. |
Created at: April 6, 2026, 12:34 p.m.