Triple

T7927794
Position Surface form Disambiguated ID Type / Status
Subject DIY Network E184109 entity
Predicate notableProgram P4 FINISHED
Object Sweat Equity
Sweat Equity is a home improvement television show that helps homeowners increase their property's value through cost-effective renovation projects and expert guidance.
 E700345 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: Sweat Equity | Statement: [DIY Network, notableProgram, Sweat Equity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sweat Equity
Context triple: [DIY Network, notableProgram, Sweat Equity]
  • A. Equity Works
    Equity Works is the official motto of the Actors' Equity Association, emphasizing its commitment to fair treatment, labor rights, and professional standards for stage actors and stage managers.
  • B. No Sweat
    "No Sweat" is a smooth, soft-rock-inspired track by the indie supergroup Gayngs, showcasing their signature mellow, atmospheric sound.
  • C. Equity
    Equity is a 2016 financial thriller film centered on a female investment banker navigating Wall Street corruption and gender dynamics.
  • D. Equity
    Equity is the common shorthand name for the Actors' Equity Association, the U.S. labor union representing professional stage actors and stage managers.
  • E. Value and Capital
    Value and Capital is a foundational economics book by John R. Hicks that rigorously develops general equilibrium and welfare theory, profoundly influencing modern microeconomic analysis.
  • 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: Sweat Equity
Triple: [DIY Network, notableProgram, Sweat Equity]
Generated description
Sweat Equity is a home improvement television show that helps homeowners increase their property's value through cost-effective renovation projects and expert guidance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sweat Equity
Target entity description: Sweat Equity is a home improvement television show that helps homeowners increase their property's value through cost-effective renovation projects and expert guidance.
  • A. Equity Works
    Equity Works is the official motto of the Actors' Equity Association, emphasizing its commitment to fair treatment, labor rights, and professional standards for stage actors and stage managers.
  • B. No Sweat
    "No Sweat" is a smooth, soft-rock-inspired track by the indie supergroup Gayngs, showcasing their signature mellow, atmospheric sound.
  • C. Equity
    Equity is a 2016 financial thriller film centered on a female investment banker navigating Wall Street corruption and gender dynamics.
  • D. Equity
    Equity is the common shorthand name for the Actors' Equity Association, the U.S. labor union representing professional stage actors and stage managers.
  • E. Value and Capital
    Value and Capital is a foundational economics book by John R. Hicks that rigorously develops general equilibrium and welfare theory, profoundly influencing modern microeconomic analysis.
  • 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_69ca828fe7bc819090f52c88dcd72183 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aafdb5c8190b7f2ce5349305f78 completed March 31, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bfd08e88190bc6b2d77a148ae57 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7633c5a0819089deb6e89d9acb8e completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb84dc86c8190893d67ce07c51aa0 completed March 31, 2026, 12:04 p.m.
Created at: March 30, 2026, 5:07 p.m.