Triple

T7217435
Position Surface form Disambiguated ID Type / Status
Subject Badlands E149570 entity
Predicate basedOn P98 FINISHED
Object Charles Starkweather killing spree (loosely)
The Charles Starkweather killing spree was a notorious 1957–1958 series of murders across Nebraska and Wyoming committed by teenage spree killer Charles Starkweather, which became a grim symbol of juvenile delinquency and inspired numerous films, books, and songs.
E649920 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: Charles Starkweather killing spree (loosely) | Statement: [Badlands, basedOn, Charles Starkweather killing spree (loosely)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Starkweather killing spree (loosely)
Context triple: [Badlands, basedOn, Charles Starkweather killing spree (loosely)]
  • A. Clutter family murders
    The Clutter family murders were a notorious 1959 quadruple homicide in Holcomb, Kansas, that became widely known through Truman Capote’s true-crime book "In Cold Blood."
  • B. The Marcus-Nelson Murders
    The Marcus-Nelson Murders is a 1973 television crime drama film that served as the pilot for the Kojak series, loosely inspired by the real-life Wylie-Hoffert murder case.
  • C. Manson Family murders
    The Manson Family murders were a series of brutal killings in Los Angeles in 1969 orchestrated by cult leader Charles Manson, which became one of the most infamous crimes in American history.
  • D. Hudson family murders
    The Hudson family murders refer to the 2008 killings of Jennifer Hudson’s mother, brother, and nephew in Chicago, a high-profile case that drew national attention due to the actress-singer’s fame and the crime’s brutality.
  • E. Murder of Laura Foster
    The Murder of Laura Foster refers to the 1866 killing of a young woman in North Carolina, a notorious case that inspired the American folk ballad and legend of Tom Dooley.
  • 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: Charles Starkweather killing spree (loosely)
Triple: [Badlands, basedOn, Charles Starkweather killing spree (loosely)]
Generated description
The Charles Starkweather killing spree was a notorious 1957–1958 series of murders across Nebraska and Wyoming committed by teenage spree killer Charles Starkweather, which became a grim symbol of juvenile delinquency and inspired numerous films, books, and songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Starkweather killing spree (loosely)
Target entity description: The Charles Starkweather killing spree was a notorious 1957–1958 series of murders across Nebraska and Wyoming committed by teenage spree killer Charles Starkweather, which became a grim symbol of juvenile delinquency and inspired numerous films, books, and songs.
  • A. Clutter family murders
    The Clutter family murders were a notorious 1959 quadruple homicide in Holcomb, Kansas, that became widely known through Truman Capote’s true-crime book "In Cold Blood."
  • B. The Marcus-Nelson Murders
    The Marcus-Nelson Murders is a 1973 television crime drama film that served as the pilot for the Kojak series, loosely inspired by the real-life Wylie-Hoffert murder case.
  • C. Manson Family murders
    The Manson Family murders were a series of brutal killings in Los Angeles in 1969 orchestrated by cult leader Charles Manson, which became one of the most infamous crimes in American history.
  • D. Hudson family murders
    The Hudson family murders refer to the 2008 killings of Jennifer Hudson’s mother, brother, and nephew in Chicago, a high-profile case that drew national attention due to the actress-singer’s fame and the crime’s brutality.
  • E. Murder of Laura Foster
    The Murder of Laura Foster refers to the 1866 killing of a young woman in North Carolina, a notorious case that inspired the American folk ballad and legend of Tom Dooley.
  • 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_69c687eca814819095abb52316b1af80 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e99170d88190b1aef326a7d81134 completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cbfb46388190992cc98039e71748 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cce6a290819096ff68333cd3a3cf completed March 28, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd9966e481909eb3c23bb59777d9 completed March 28, 2026, 12:46 p.m.
Created at: March 27, 2026, 2:53 p.m.