Triple

T6043103
Position Surface form Disambiguated ID Type / Status
Subject Paul Schrader E134595 entity
Predicate notableWork P4 FINISHED
Object Master Gardener
"Master Gardener" is a 2022 psychological crime drama film written and directed by Paul Schrader, centered on a meticulous horticulturist with a dark past.
 E563177 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: Master Gardener | Statement: [Paul Schrader, notableWork, Master Gardener]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Master Gardener
Context triple: [Paul Schrader, notableWork, Master Gardener]
  • A. Master Gardener program
    The Master Gardener program is a volunteer training and certification initiative that educates community members in horticulture so they can assist with public gardening education and outreach.
  • B. The Horticulturist
    The Horticulturist was a 19th-century American periodical focused on gardening, landscape design, and rural architecture, closely associated with the work of Andrew Jackson Downing.
  • C. Gardenier
    Gardenier is a Dutch-origin surname borne by individuals such as Judith Gardenier.
  • D. Library of Horticulture
    The Library of Horticulture is a specialized botanical and gardening library associated with the San Francisco Botanical Garden, offering resources on plants, horticulture, and landscape design.
  • E. Horticulture Center
    The Horticulture Center is a public greenhouse and exhibition space in Philadelphia’s West Fairmount Park that showcases diverse plant collections and hosts educational and community events.
  • 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: Master Gardener
Triple: [Paul Schrader, notableWork, Master Gardener]
Generated description
"Master Gardener" is a 2022 psychological crime drama film written and directed by Paul Schrader, centered on a meticulous horticulturist with a dark past.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Master Gardener
Target entity description: "Master Gardener" is a 2022 psychological crime drama film written and directed by Paul Schrader, centered on a meticulous horticulturist with a dark past.
  • A. Master Gardener program
    The Master Gardener program is a volunteer training and certification initiative that educates community members in horticulture so they can assist with public gardening education and outreach.
  • B. The Horticulturist
    The Horticulturist was a 19th-century American periodical focused on gardening, landscape design, and rural architecture, closely associated with the work of Andrew Jackson Downing.
  • C. Gardenier
    Gardenier is a Dutch-origin surname borne by individuals such as Judith Gardenier.
  • D. Library of Horticulture
    The Library of Horticulture is a specialized botanical and gardening library associated with the San Francisco Botanical Garden, offering resources on plants, horticulture, and landscape design.
  • E. Horticulture Center
    The Horticulture Center is a public greenhouse and exhibition space in Philadelphia’s West Fairmount Park that showcases diverse plant collections and hosts educational and community events.
  • 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_69c00876a69881908088a2626d3b2666 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056e108fc81908775d176ff960fad completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1139b44888190bfa12d19e99ee673 completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c11449a00081908e8e91790079da93 completed March 23, 2026, 10:22 a.m.
NED2 Entity disambiguation (via description) batch_69c114c85c0c8190934adc20ddd1898f completed March 23, 2026, 10:24 a.m.
Created at: March 22, 2026, 4:08 p.m.