Triple
T10075714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gerald W. Abrams |
E213750
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Cold Heart of a Killer
The Cold Heart of a Killer is a crime novel by Gerald W. Abrams, likely centered on a calculating murderer and the investigation surrounding their crimes.
|
E839234
|
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: The Cold Heart of a Killer | Statement: [Gerald W. Abrams, notableWork, The Cold Heart of a Killer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Cold Heart of a Killer Context triple: [Gerald W. Abrams, notableWork, The Cold Heart of a Killer]
-
A.
To Catch a Killer
To Catch a Killer is a 1992 television crime drama film that chronicles the investigation and capture of serial killer John Wayne Gacy.
-
B.
The Child Killer
The Child Killer is the nickname of Scottish serial murderer Robert Black, notorious for abducting, sexually assaulting, and killing young girls across the UK during the 1970s and 1980s.
-
C.
The Murderer Next Door
The Murderer Next Door is a true-crime psychology book by David M. Buss that explores the evolutionary and emotional roots of homicidal behavior in everyday people.
-
D.
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.
-
E.
Experiment in Murder
Experiment in Murder is a crime novel set within the Capital Crimes series universe, following a high-stakes investigation into a deadly and intricately planned killing.
- 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: The Cold Heart of a Killer Triple: [Gerald W. Abrams, notableWork, The Cold Heart of a Killer]
Generated description
The Cold Heart of a Killer is a crime novel by Gerald W. Abrams, likely centered on a calculating murderer and the investigation surrounding their crimes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Cold Heart of a Killer Target entity description: The Cold Heart of a Killer is a crime novel by Gerald W. Abrams, likely centered on a calculating murderer and the investigation surrounding their crimes.
-
A.
To Catch a Killer
To Catch a Killer is a 1992 television crime drama film that chronicles the investigation and capture of serial killer John Wayne Gacy.
-
B.
The Child Killer
The Child Killer is the nickname of Scottish serial murderer Robert Black, notorious for abducting, sexually assaulting, and killing young girls across the UK during the 1970s and 1980s.
-
C.
The Murderer Next Door
The Murderer Next Door is a true-crime psychology book by David M. Buss that explores the evolutionary and emotional roots of homicidal behavior in everyday people.
-
D.
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.
-
E.
Experiment in Murder
Experiment in Murder is a crime novel set within the Capital Crimes series universe, following a high-stakes investigation into a deadly and intricately planned killing.
- 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_69ca839add308190b57d53b4ec21f2d0 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd0190d808190847ea0fa401ef06c |
completed | April 2, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29ac67cb48190ba53a87c3749a245 |
completed | April 5, 2026, 5:24 p.m. |
| NEDg | Description generation | batch_69d29c98e470819098bdf9fa51f40d1f |
completed | April 5, 2026, 5:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d29d0190988190891c264556856f60 |
completed | April 5, 2026, 5:33 p.m. |
Created at: March 30, 2026, 8:59 p.m.