Triple
T23099082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ted Bundy |
E575974
|
entity |
| Predicate | partner |
P1136
|
FINISHED |
| Object |
Elizabeth Kloepfer
Elizabeth Kloepfer is an American woman best known as the longtime girlfriend of serial killer Ted Bundy, whose memoir and later portrayals helped shape public understanding of his crimes and double life.
|
E1587834
|
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: Elizabeth Kloepfer | Statement: [Ted Bundy, partner, Elizabeth Kloepfer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Kloepfer Context triple: [Ted Bundy, partner, Elizabeth Kloepfer]
-
A.
Elizabeth Paepcke
Elizabeth Paepcke was an American philanthropist and cultural visionary who, with her husband Walter, played a central role in transforming Aspen, Colorado into an international center for arts, ideas, and intellectual dialogue.
-
B.
Linda Eichberg
Linda Eichberg is an American singer and performer best known for her work as a member of the television musical troupe The Golddiggers.
-
C.
Mary Scheer
Mary Scheer is an American actress and comedian best known as an original cast member of the sketch comedy series MADtv and for her extensive work in television and voice acting.
-
D.
Anne Schaefer
Anne Schaefer was an American silent film actress active in the early 20th century, appearing in numerous productions during the 1910s and 1920s.
-
E.
Anne Karpf
Anne Karpf is a British writer, sociologist, and broadcaster known for her work on family life, memory, and the social impact of media and technology.
- 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: Elizabeth Kloepfer Triple: [Ted Bundy, partner, Elizabeth Kloepfer]
Generated description
Elizabeth Kloepfer is an American woman best known as the longtime girlfriend of serial killer Ted Bundy, whose memoir and later portrayals helped shape public understanding of his crimes and double life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Kloepfer Target entity description: Elizabeth Kloepfer is an American woman best known as the longtime girlfriend of serial killer Ted Bundy, whose memoir and later portrayals helped shape public understanding of his crimes and double life.
-
A.
Elizabeth Paepcke
Elizabeth Paepcke was an American philanthropist and cultural visionary who, with her husband Walter, played a central role in transforming Aspen, Colorado into an international center for arts, ideas, and intellectual dialogue.
-
B.
Linda Eichberg
Linda Eichberg is an American singer and performer best known for her work as a member of the television musical troupe The Golddiggers.
-
C.
Mary Scheer
Mary Scheer is an American actress and comedian best known as an original cast member of the sketch comedy series MADtv and for her extensive work in television and voice acting.
-
D.
Anne Schaefer
Anne Schaefer was an American silent film actress active in the early 20th century, appearing in numerous productions during the 1910s and 1920s.
-
E.
Anne Karpf
Anne Karpf is a British writer, sociologist, and broadcaster known for her work on family life, memory, and the social impact of media and technology.
- 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_69e245c060b48190a9bd61a47a16db17 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18de71a088190b91918e6c4ea6e97 |
completed | April 29, 2026, 4:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c822f42cc81909ece73ff9a1f96df |
completed | May 19, 2026, 3:30 p.m. |
| NEDg | Description generation | batch_6a0ca6eda1f481908482f3a66d576c3c |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca7bdf7f08190b50191b029480fc5 |
completed | May 19, 2026, 6:11 p.m. |
Created at: April 17, 2026, 3:58 p.m.