Triple
T15400953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hearts Afire |
E368312
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Wendie Jo Sperber
Wendie Jo Sperber was an American actress best known for her comedic roles in film and television during the 1980s and 1990s, including appearances in "Back to the Future" and various sitcoms.
|
E1207674
|
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: Wendie Jo Sperber | Statement: [Hearts Afire, starring, Wendie Jo Sperber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wendie Jo Sperber Context triple: [Hearts Afire, starring, Wendie Jo Sperber]
-
A.
Jill Krementz
Jill Krementz is an American photographer and author best known for her portraits of writers and her work in children's literature.
-
B.
Donna Dresch
Donna Dresch is an American musician and influential figure in the queercore punk scene, best known as the founder and bassist of the band Team Dresch.
-
C.
Karen Prell
Karen Prell is an American puppeteer and animator best known for her work with Jim Henson’s Muppets, including performing Red Fraggle on "Fraggle Rock" and contributing to films like "Labyrinth."
-
D.
Gail Berke
Gail Berke is a central protagonist in the adventure film "The Deep," known for becoming entangled in a dangerous underwater treasure hunt.
-
E.
Gina Hecht
Gina Hecht is an American actress known for her work in television, film, and theater, including roles on series such as Mork & Mindy and Seinfeld.
- 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: Wendie Jo Sperber Triple: [Hearts Afire, starring, Wendie Jo Sperber]
Generated description
Wendie Jo Sperber was an American actress best known for her comedic roles in film and television during the 1980s and 1990s, including appearances in "Back to the Future" and various sitcoms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wendie Jo Sperber Target entity description: Wendie Jo Sperber was an American actress best known for her comedic roles in film and television during the 1980s and 1990s, including appearances in "Back to the Future" and various sitcoms.
-
A.
Jill Krementz
Jill Krementz is an American photographer and author best known for her portraits of writers and her work in children's literature.
-
B.
Donna Dresch
Donna Dresch is an American musician and influential figure in the queercore punk scene, best known as the founder and bassist of the band Team Dresch.
-
C.
Karen Prell
Karen Prell is an American puppeteer and animator best known for her work with Jim Henson’s Muppets, including performing Red Fraggle on "Fraggle Rock" and contributing to films like "Labyrinth."
-
D.
Gail Berke
Gail Berke is a central protagonist in the adventure film "The Deep," known for becoming entangled in a dangerous underwater treasure hunt.
-
E.
Gina Hecht
Gina Hecht is an American actress known for her work in television, film, and theater, including roles on series such as Mork & Mindy and Seinfeld.
- 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_69d85a16c68c819099c1b547fbc87b32 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e8d89e08190b7cae778d89fb5e1 |
completed | April 16, 2026, 1:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0025e9b00c81908cb5f305c894363f |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0029d7f4988190884ec34f55338b28 |
completed | May 10, 2026, 6:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002a4753608190b0d31a1913b2ba2c |
completed | May 10, 2026, 6:48 a.m. |
Created at: April 10, 2026, 3:19 a.m.