Triple

T18537380
Position Surface form Disambiguated ID Type / Status
Subject Steve Murphy E452998 entity
Predicate describedBySource P519 FINISHED
Object Manhunters: How We Took Down Pablo Escobar
Manhunters: How We Took Down Pablo Escobar is a non-fiction book recounting the real-life DEA operation to track and capture Colombian drug lord Pablo Escobar, co-authored by agents Steve Murphy and Javier F. Peña.
E1330405 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: Manhunters: How We Took Down Pablo Escobar | Statement: [Steve Murphy, describedBySource, Manhunters: How We Took Down Pablo Escobar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manhunters: How We Took Down Pablo Escobar
Context triple: [Steve Murphy, describedBySource, Manhunters: How We Took Down Pablo Escobar]
  • A. La muerte de Pablo Escobar
    La muerte de Pablo Escobar is a famous painting by Colombian artist Fernando Botero that depicts the dramatic and violent death of the notorious drug lord Pablo Escobar in Botero’s signature voluminous style.
  • B. Loving Pablo, Hating Escobar
    "Loving Pablo, Hating Escobar" is a memoir by Virginia Vallejo recounting her romantic relationship with Colombian drug lord Pablo Escobar and offering an insider’s view of his rise and fall.
  • C. The Two Escobars
    The Two Escobars is a documentary film that explores the intertwined lives of Colombian soccer star Andrés Escobar and drug lord Pablo Escobar, and how their stories reflect the complex relationship between sports, crime, and politics in Colombia.
  • D. Killing Pablo: The Hunt for the World's Greatest Outlaw
    "Killing Pablo: The Hunt for the World's Greatest Outlaw" is a nonfiction book that chronicles the rise and violent downfall of Colombian drug lord Pablo Escobar and the international manhunt that brought him down.
  • E. Blow: How a Small Town Boy Made $100 Million with the Medellín Cocaine Cartel and Lost It All
    "Blow: How a Small Town Boy Made $100 Million with the Medellín Cocaine Cartel and Lost It All" is a memoir by George Jung (with Bruce Porter) recounting his rise and fall as a major American cocaine smuggler tied to the Medellín Cartel, later adapted into the film "Blow."
  • 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: Manhunters: How We Took Down Pablo Escobar
Triple: [Steve Murphy, describedBySource, Manhunters: How We Took Down Pablo Escobar]
Generated description
Manhunters: How We Took Down Pablo Escobar is a non-fiction book recounting the real-life DEA operation to track and capture Colombian drug lord Pablo Escobar, co-authored by agents Steve Murphy and Javier F. Peña.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manhunters: How We Took Down Pablo Escobar
Target entity description: Manhunters: How We Took Down Pablo Escobar is a non-fiction book recounting the real-life DEA operation to track and capture Colombian drug lord Pablo Escobar, co-authored by agents Steve Murphy and Javier F. Peña.
  • A. La muerte de Pablo Escobar
    La muerte de Pablo Escobar is a famous painting by Colombian artist Fernando Botero that depicts the dramatic and violent death of the notorious drug lord Pablo Escobar in Botero’s signature voluminous style.
  • B. Loving Pablo, Hating Escobar
    "Loving Pablo, Hating Escobar" is a memoir by Virginia Vallejo recounting her romantic relationship with Colombian drug lord Pablo Escobar and offering an insider’s view of his rise and fall.
  • C. The Two Escobars
    The Two Escobars is a documentary film that explores the intertwined lives of Colombian soccer star Andrés Escobar and drug lord Pablo Escobar, and how their stories reflect the complex relationship between sports, crime, and politics in Colombia.
  • D. Killing Pablo: The Hunt for the World's Greatest Outlaw
    "Killing Pablo: The Hunt for the World's Greatest Outlaw" is a nonfiction book that chronicles the rise and violent downfall of Colombian drug lord Pablo Escobar and the international manhunt that brought him down.
  • E. Blow: How a Small Town Boy Made $100 Million with the Medellín Cocaine Cartel and Lost It All
    "Blow: How a Small Town Boy Made $100 Million with the Medellín Cocaine Cartel and Lost It All" is a memoir by George Jung (with Bruce Porter) recounting his rise and fall as a major American cocaine smuggler tied to the Medellín Cartel, later adapted into the film "Blow."
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e534030bd88190b25b95305a12a0c1 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ad81eb88190a2b0b57faa622e46 completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c86bd748190a10f6f720cc4c9eb completed May 13, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_6a049e9f82d48190b375adef9fbfd1bd completed May 13, 2026, 3:54 p.m.
Created at: April 10, 2026, 11:37 a.m.