Triple

T6494958
Position Surface form Disambiguated ID Type / Status
Subject Spencer Rascoff E148132 entity
Predicate notableWork P4 FINISHED
Object Zillow Talk: The New Rules of Real Estate
Zillow Talk: The New Rules of Real Estate is a nonfiction book that uses data-driven analysis to explain trends, myths, and strategies in the U.S. housing market.
E597255 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: Zillow Talk: The New Rules of Real Estate | Statement: [Spencer Rascoff, notableWork, Zillow Talk: The New Rules of Real Estate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zillow Talk: The New Rules of Real Estate
Context triple: [Spencer Rascoff, notableWork, Zillow Talk: The New Rules of Real Estate]
  • A. The Real Deal
    The Real Deal is the nickname of Evander Holyfield, the former undisputed world boxing champion renowned for his achievements in the cruiserweight and heavyweight divisions.
  • B. Love It or List It
    Love It or List It is a popular home renovation and real estate reality TV show where homeowners decide whether to stay in their newly remodeled house or sell it and move to a new property.
  • C. Redfin
    Redfin is a technology-powered real estate brokerage and listings platform that enables users to buy, sell, and search for homes online.
  • D. House Hunters
    House Hunters is a popular HGTV reality series that follows individuals and families as they search for and choose between potential new homes.
  • E. A Buyer's Market
    A Buyer's Market is the second novel in Anthony Powell's multi-volume sequence A Dance to the Music of Time, chronicling the social lives and shifting fortunes of the English upper and middle classes between the World Wars.
  • 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: Zillow Talk: The New Rules of Real Estate
Triple: [Spencer Rascoff, notableWork, Zillow Talk: The New Rules of Real Estate]
Generated description
Zillow Talk: The New Rules of Real Estate is a nonfiction book that uses data-driven analysis to explain trends, myths, and strategies in the U.S. housing market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zillow Talk: The New Rules of Real Estate
Target entity description: Zillow Talk: The New Rules of Real Estate is a nonfiction book that uses data-driven analysis to explain trends, myths, and strategies in the U.S. housing market.
  • A. The Real Deal
    The Real Deal is the nickname of Evander Holyfield, the former undisputed world boxing champion renowned for his achievements in the cruiserweight and heavyweight divisions.
  • B. Love It or List It
    Love It or List It is a popular home renovation and real estate reality TV show where homeowners decide whether to stay in their newly remodeled house or sell it and move to a new property.
  • C. Redfin
    Redfin is a technology-powered real estate brokerage and listings platform that enables users to buy, sell, and search for homes online.
  • D. House Hunters
    House Hunters is a popular HGTV reality series that follows individuals and families as they search for and choose between potential new homes.
  • E. A Buyer's Market
    A Buyer's Market is the second novel in Anthony Powell's multi-volume sequence A Dance to the Music of Time, chronicling the social lives and shifting fortunes of the English upper and middle classes between the World Wars.
  • 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_69c009088f3081909cd467b05919de30 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06ab7c0b8819091437a293b40dfd2 completed March 22, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653c21f948190989da451bc573b4d completed March 27, 2026, 9:54 a.m.
NEDg Description generation batch_69c657fec3d4819080366e7469874c39 completed March 27, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_69c65bb97e908190ab05174bae4ed9a8 completed March 27, 2026, 10:28 a.m.
Created at: March 22, 2026, 4:53 p.m.