Triple

T505743
Position Surface form Disambiguated ID Type / Status
Subject Thomas Pynchon E10498 entity
Predicate notableWork P4 FINISHED
Object Bleeding Edge
Bleeding Edge is a 2013 postmodern detective novel by Thomas Pynchon that explores the intersection of technology, capitalism, and conspiracy in New York City around the time of the dot-com crash and 9/11.
E62696 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: Bleeding Edge | Statement: [Thomas Pynchon, notableWork, Bleeding Edge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bleeding Edge
Context triple: [Thomas Pynchon, notableWork, Bleeding Edge]
  • A. Behind the Cloud
    "Behind the Cloud" is a business and leadership book by Salesforce founder Marc Benioff that chronicles the company’s growth and shares strategies for building a successful cloud-based enterprise.
  • B. Blitz
    The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
  • C. Revenge of the Hackers
    Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
  • D. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • E. Overload
    "Overload" is a song by the Christian rock band Darkness and Light, likely featuring their characteristic blend of heavy guitar-driven sound and spiritually themed lyrics.
  • 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: Bleeding Edge
Triple: [Thomas Pynchon, notableWork, Bleeding Edge]
Generated description
Bleeding Edge is a 2013 postmodern detective novel by Thomas Pynchon that explores the intersection of technology, capitalism, and conspiracy in New York City around the time of the dot-com crash and 9/11.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bleeding Edge
Target entity description: Bleeding Edge is a 2013 postmodern detective novel by Thomas Pynchon that explores the intersection of technology, capitalism, and conspiracy in New York City around the time of the dot-com crash and 9/11.
  • A. Behind the Cloud
    "Behind the Cloud" is a business and leadership book by Salesforce founder Marc Benioff that chronicles the company’s growth and shares strategies for building a successful cloud-based enterprise.
  • B. Blitz
    The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
  • C. Revenge of the Hackers
    Revenge of the Hackers is an essay by open-source advocate Eric S. Raymond that chronicles the rise of the open-source movement and the cultural shift it brought to the software industry.
  • D. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • E. Overload
    "Overload" is a song by the Christian rock band Darkness and Light, likely featuring their characteristic blend of heavy guitar-driven sound and spiritually themed lyrics.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f14b2acc8190818e8a53eac69c54 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a48a7d47cc8190be1741f95f967f25 completed March 1, 2026, 6:50 p.m.
NEDg Description generation batch_69a48ae58a288190b4fa3e7a052477ca completed March 1, 2026, 6:52 p.m.
NED2 Entity disambiguation (via description) batch_69a48b35abe881909029c02557da0819 completed March 1, 2026, 6:53 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.