Triple
T18297255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beverly Lowry |
E438261
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Who Killed These Girls? Cold Case: The Yogurt Shop Murders
"Who Killed These Girls? Cold Case: The Yogurt Shop Murders" is a true-crime book by Beverly Lowry that investigates the infamous 1991 Austin yogurt shop murders and the long, troubled quest for justice that followed.
|
E1316785
|
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: Who Killed These Girls? Cold Case: The Yogurt Shop Murders | Statement: [Beverly Lowry, notableWork, Who Killed These Girls? Cold Case: The Yogurt Shop Murders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Who Killed These Girls? Cold Case: The Yogurt Shop Murders Context triple: [Beverly Lowry, notableWork, Who Killed These Girls? Cold Case: The Yogurt Shop Murders]
-
A.
The Good Girls: An Ordinary Killing
The Good Girls: An Ordinary Killing is a nonfiction book that investigates the 2014 murders of two teenage girls in rural India, exploring gender violence, caste, and systemic injustice.
-
B.
The Girls: A Shocking Story of Love, Murder and Betrayal
"The Girls: A Shocking Story of Love, Murder and Betrayal" is a crime novel by John Bowen that delves into a dark, psychologically driven tale of relationships, deception, and violent tragedy.
-
C.
The Sleeping Beauty Killer
The Sleeping Beauty Killer is a crime novel in Mary Higgins Clark and Alafair Burke’s "Under Suspicion" series, following a cold-case TV producer as she re-investigates a notorious murder and the woman long believed to be the killer.
-
D.
The G-String Murders
The G-String Murders is a 1941 mystery novel, often credited to burlesque star Gypsy Rose Lee, that offers a noir-tinged, backstage whodunit set in the world of striptease.
-
E.
The Morning Show Murders
The Morning Show Murders is a mystery novel co-written by television personality and weatherman Al Roker that follows a morning show chef who becomes entangled in a murder investigation.
- 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: Who Killed These Girls? Cold Case: The Yogurt Shop Murders Triple: [Beverly Lowry, notableWork, Who Killed These Girls? Cold Case: The Yogurt Shop Murders]
Generated description
"Who Killed These Girls? Cold Case: The Yogurt Shop Murders" is a true-crime book by Beverly Lowry that investigates the infamous 1991 Austin yogurt shop murders and the long, troubled quest for justice that followed.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Who Killed These Girls? Cold Case: The Yogurt Shop Murders Target entity description: "Who Killed These Girls? Cold Case: The Yogurt Shop Murders" is a true-crime book by Beverly Lowry that investigates the infamous 1991 Austin yogurt shop murders and the long, troubled quest for justice that followed.
-
A.
The Good Girls: An Ordinary Killing
The Good Girls: An Ordinary Killing is a nonfiction book that investigates the 2014 murders of two teenage girls in rural India, exploring gender violence, caste, and systemic injustice.
-
B.
The Girls: A Shocking Story of Love, Murder and Betrayal
"The Girls: A Shocking Story of Love, Murder and Betrayal" is a crime novel by John Bowen that delves into a dark, psychologically driven tale of relationships, deception, and violent tragedy.
-
C.
The Sleeping Beauty Killer
The Sleeping Beauty Killer is a crime novel in Mary Higgins Clark and Alafair Burke’s "Under Suspicion" series, following a cold-case TV producer as she re-investigates a notorious murder and the woman long believed to be the killer.
-
D.
The G-String Murders
The G-String Murders is a 1941 mystery novel, often credited to burlesque star Gypsy Rose Lee, that offers a noir-tinged, backstage whodunit set in the world of striptease.
-
E.
The Morning Show Murders
The Morning Show Murders is a mystery novel co-written by television personality and weatherman Al Roker that follows a morning show chef who becomes entangled in a murder investigation.
- 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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5017cc540819096c103a2c72315e6 |
completed | April 19, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03bb5c7e4c8190b360b15b6e6ac677 |
completed | May 12, 2026, 11:44 p.m. |
| NEDg | Description generation | batch_6a03bbfa0da481908bb0e388dcbe9913 |
completed | May 12, 2026, 11:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03bd6078b88190887a32099fc31db0 |
completed | May 12, 2026, 11:53 p.m. |
Created at: April 10, 2026, 10:35 a.m.