Triple

T3129284
Position Surface form Disambiguated ID Type / Status
Subject Only Built 4 Cuban Linx... E65370 entity
Predicate hasTrack P3284 FINISHED
Object Criminology
"Criminology" is a gritty, streetwise hip-hop track by Raekwon featuring Ghostface Killah, known for its vivid crime narratives and classic East Coast production.
 E329954 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: Criminology | Statement: [Only Built 4 Cuban Linx..., hasTrack, Criminology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Criminology
Context triple: [Only Built 4 Cuban Linx..., hasTrack, Criminology]
  • A. School of Criminal Justice
    The School of Criminal Justice is an academic unit at the University at Albany, SUNY, specializing in research and education on crime, law, and the criminal justice system.
  • B. School of Criminology
    The School of Criminology is an academic unit at the Université de Montréal specializing in the study, research, and teaching of crime, criminal behavior, and the criminal justice system.
  • C. Criminal Justice Section
    The Criminal Justice Section is a specialized division of the American Bar Association that focuses on improving the criminal justice system through policy development, legal standards, and professional education.
  • D. Thinking About Crime
    "Thinking About Crime" is a seminal work of criminology and public policy in which James Q. Wilson analyzes the causes of crime and advocates for deterrence-focused, tough-on-crime strategies.
  • E. Criminal
    "Criminal" is a 1997 alternative rock song by Fiona Apple, known for its confessional lyrics and Grammy-winning success.
  • 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: Criminology
Triple: [Only Built 4 Cuban Linx..., hasTrack, Criminology]
Generated description
"Criminology" is a gritty, streetwise hip-hop track by Raekwon featuring Ghostface Killah, known for its vivid crime narratives and classic East Coast production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Criminology
Target entity description: "Criminology" is a gritty, streetwise hip-hop track by Raekwon featuring Ghostface Killah, known for its vivid crime narratives and classic East Coast production.
  • A. School of Criminal Justice
    The School of Criminal Justice is an academic unit at the University at Albany, SUNY, specializing in research and education on crime, law, and the criminal justice system.
  • B. School of Criminology
    The School of Criminology is an academic unit at the Université de Montréal specializing in the study, research, and teaching of crime, criminal behavior, and the criminal justice system.
  • C. Criminal Justice Section
    The Criminal Justice Section is a specialized division of the American Bar Association that focuses on improving the criminal justice system through policy development, legal standards, and professional education.
  • D. Thinking About Crime
    "Thinking About Crime" is a seminal work of criminology and public policy in which James Q. Wilson analyzes the causes of crime and advocates for deterrence-focused, tough-on-crime strategies.
  • E. Criminal
    "Criminal" is a 1997 alternative rock song by Fiona Apple, known for its confessional lyrics and Grammy-winning success.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada548123c8190bcfe780c65941585 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f7c70108190b61177d1581fc33f completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2138e2bdc8190aa0a8a1dcd1e20fc completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b21438b6e881908da0117ebc9bb2b4 completed March 12, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:04 p.m.