Triple

T7927793
Position Surface form Disambiguated ID Type / Status
Subject DIY Network E184109 entity
Predicate notableProgram P4 FINISHED
Object Desperate Landscapes
Desperate Landscapes is a home-improvement television show focused on dramatic front-yard and curb-appeal makeovers.
E700344 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: Desperate Landscapes | Statement: [DIY Network, notableProgram, Desperate Landscapes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Desperate Landscapes
Context triple: [DIY Network, notableProgram, Desperate Landscapes]
  • A. Scorched Earth
    Scorched Earth is a large-scale abstract painting by American artist Mark Bradford that confronts themes of race, history, and urban change through layered, collaged materials and expressive mark-making.
  • B. Out of the Wasteland
    Out of the Wasteland is a 2015 studio album by American rock band Lifehouse that marked their return after a brief hiatus, blending alternative rock with introspective, melodic songwriting.
  • C. Cities in Dust
    "Cities in Dust" is a 1985 post-punk/new wave song by Siouxsie and the Banshees, known for its vivid, apocalyptic imagery inspired by the destruction of Pompeii.
  • D. The Inhabitants
    The Inhabitants is the English rendering of the French term "Les Habitants," historically used to refer to early French settlers or rural dwellers in Quebec.
  • E. Earthworks
    Earthworks is a jazz fusion band led by drummer Bill Bruford, known for its innovative blend of acoustic and electronic elements.
  • 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: Desperate Landscapes
Triple: [DIY Network, notableProgram, Desperate Landscapes]
Generated description
Desperate Landscapes is a home-improvement television show focused on dramatic front-yard and curb-appeal makeovers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Desperate Landscapes
Target entity description: Desperate Landscapes is a home-improvement television show focused on dramatic front-yard and curb-appeal makeovers.
  • A. Scorched Earth
    Scorched Earth is a large-scale abstract painting by American artist Mark Bradford that confronts themes of race, history, and urban change through layered, collaged materials and expressive mark-making.
  • B. Out of the Wasteland
    Out of the Wasteland is a 2015 studio album by American rock band Lifehouse that marked their return after a brief hiatus, blending alternative rock with introspective, melodic songwriting.
  • C. Cities in Dust
    "Cities in Dust" is a 1985 post-punk/new wave song by Siouxsie and the Banshees, known for its vivid, apocalyptic imagery inspired by the destruction of Pompeii.
  • D. The Inhabitants
    The Inhabitants is the English rendering of the French term "Les Habitants," historically used to refer to early French settlers or rural dwellers in Quebec.
  • E. Earthworks
    Earthworks is a jazz fusion band led by drummer Bill Bruford, known for its innovative blend of acoustic and electronic elements.
  • 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.