Triple

T5102190
Position Surface form Disambiguated ID Type / Status
Subject Discovery Channel E115005 entity
Predicate hasProgram P178 FINISHED
Object How It’s Made
How It’s Made is a documentary television series that explains and visually demonstrates how everyday products and objects are manufactured.
 E494266 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: How It’s Made | Statement: [Discovery Channel, hasProgram, How It’s Made]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: How It’s Made
Context triple: [Discovery Channel, hasProgram, How It’s Made]
  • A. Makers
    Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
  • B. Project Runway
    Project Runway is a reality television competition series in which fashion designers create garments under time and material constraints to be judged by industry experts.
  • C. Antiques Roadshow
    Antiques Roadshow is a long-running television series in which experts appraise antiques and collectibles brought in by members of the public, often revealing surprising historical significance and monetary value.
  • D. NOVA
    NOVA is the commonly used abbreviation for Northern Virginia Community College, a large public community college serving the Northern Virginia region.
  • E. NOVA
    NOVA is a public research university in Lisbon, Portugal, known for its multidisciplinary programs and international outlook.
  • 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: How It’s Made
Triple: [Discovery Channel, hasProgram, How It’s Made]
Generated description
How It’s Made is a documentary television series that explains and visually demonstrates how everyday products and objects are manufactured.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: How It’s Made
Target entity description: How It’s Made is a documentary television series that explains and visually demonstrates how everyday products and objects are manufactured.
  • A. Makers
    Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
  • B. Project Runway
    Project Runway is a reality television competition series in which fashion designers create garments under time and material constraints to be judged by industry experts.
  • C. Antiques Roadshow
    Antiques Roadshow is a long-running television series in which experts appraise antiques and collectibles brought in by members of the public, often revealing surprising historical significance and monetary value.
  • D. NOVA
    NOVA is a public research university in Lisbon, Portugal, known for its multidisciplinary programs and international outlook.
  • E. NOVA
    NOVA is the commonly used abbreviation for Northern Virginia Community College, a large public community college serving the Northern Virginia region.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7584ed408190a6d1086588f24faa completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba9106ec8190839a7de183efa359 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebafeeca08190baa9344d8628f325 completed March 21, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69bebc3ba76c8190a141ff7366a94f60 completed March 21, 2026, 3:41 p.m.
Created at: March 20, 2026, 1:41 p.m.