Triple
T6278083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All That |
E140710
|
entity |
| Predicate | hasNotableAlumnus |
P51
|
FINISHED |
| Object |
Lori Beth Denberg
Lori Beth Denberg is an American actress and comedian best known for her sketch performances on the Nickelodeon series "All That" in the 1990s.
|
E582594
|
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: Lori Beth Denberg | Statement: [All That, hasNotableAlumnus, Lori Beth Denberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lori Beth Denberg Context triple: [All That, hasNotableAlumnus, Lori Beth Denberg]
-
A.
Lori Beth Allen
Lori Beth Allen is a fictional character from the television series "Happy Days," known as the girlfriend and later wife of Richie Cunningham.
-
B.
Joni Sledge
Joni Sledge was an American singer best known as one of the founding members of the influential R&B/disco group Sister Sledge, famous for hits like "We Are Family."
-
C.
Johnette Howard
Johnette Howard is an American sports journalist and author known for her insightful writing on athletes and sports culture.
-
D.
Joanne Carlisle
Joanne Carlisle is the mother of American singer Belinda Carlisle, the lead vocalist of the Go-Go's.
-
E.
Deborah Spungen
Deborah Spungen is an American author best known for her memoir "And I Don't Want to Live This Life," in which she recounts the troubled life and death of her daughter Nancy Spungen and its impact on their family.
- 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: Lori Beth Denberg Triple: [All That, hasNotableAlumnus, Lori Beth Denberg]
Generated description
Lori Beth Denberg is an American actress and comedian best known for her sketch performances on the Nickelodeon series "All That" in the 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lori Beth Denberg Target entity description: Lori Beth Denberg is an American actress and comedian best known for her sketch performances on the Nickelodeon series "All That" in the 1990s.
-
A.
Lori Beth Allen
Lori Beth Allen is a fictional character from the television series "Happy Days," known as the girlfriend and later wife of Richie Cunningham.
-
B.
Joni Sledge
Joni Sledge was an American singer best known as one of the founding members of the influential R&B/disco group Sister Sledge, famous for hits like "We Are Family."
-
C.
Johnette Howard
Johnette Howard is an American sports journalist and author known for her insightful writing on athletes and sports culture.
-
D.
Joanne Carlisle
Joanne Carlisle is the mother of American singer Belinda Carlisle, the lead vocalist of the Go-Go's.
-
E.
Deborah Spungen
Deborah Spungen is an American author best known for her memoir "And I Don't Want to Live This Life," in which she recounts the troubled life and death of her daughter Nancy Spungen and its impact on their family.
- 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_69c008cc158881908df6ec94a911c736 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063daec108190859d1d5dbafd5b42 |
completed | March 22, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5194e9b3881908188f004c4a03a09 |
completed | March 26, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69c529a7ea1c819083f1566a35fc7c13 |
completed | March 26, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5850ff07081908a3512cf6de367cd |
completed | March 26, 2026, 7:12 p.m. |
Created at: March 22, 2026, 4:26 p.m.