Triple

T15674313
Position Surface form Disambiguated ID Type / Status
Subject Theodore Melfi E377397 entity
Predicate directed P7373 FINISHED
Object Winding Roads
Winding Roads is an independent drama film directed by Theodore Melfi that explores the intertwined lives and emotional struggles of several small-town characters.
E1170982 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: Winding Roads | Statement: [Theodore Melfi, directed, Winding Roads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Winding Roads
Context triple: [Theodore Melfi, directed, Winding Roads]
  • A. Back Roads
    Back Roads is a 2018 American drama-thriller film, based on Tawni O’Dell’s novel, in which Nicola Peltz Beckham plays a significant supporting role.
  • B. Backroads
    Backroads is a 1972 country-rock album by Kenny Rogers and The First Edition that continued the band’s exploration of narrative-driven, Americana-influenced songs.
  • C. Rolling Road
    Rolling Road is a major north–south thoroughfare in Northern Virginia that serves residential communities and connects with several key regional routes.
  • D. Refuge of the Roads
    "Refuge of the Roads" is a reflective, jazz-inflected folk song by Joni Mitchell from her 1976 album *Hejira*, noted for its introspective lyrics and intricate guitar work.
  • E. Road's Edge
    Road's Edge is an arcade-style racing video game known for its high-speed, off-road driving and was one of the more prominent titles released for SNK's Hyper Neo Geo 64 hardware.
  • 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: Winding Roads
Triple: [Theodore Melfi, directed, Winding Roads]
Generated description
Winding Roads is an independent drama film directed by Theodore Melfi that explores the intertwined lives and emotional struggles of several small-town characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Winding Roads
Target entity description: Winding Roads is an independent drama film directed by Theodore Melfi that explores the intertwined lives and emotional struggles of several small-town characters.
  • A. Back Roads
    Back Roads is a 2018 American drama-thriller film, based on Tawni O’Dell’s novel, in which Nicola Peltz Beckham plays a significant supporting role.
  • B. Backroads
    Backroads is a 1972 country-rock album by Kenny Rogers and The First Edition that continued the band’s exploration of narrative-driven, Americana-influenced songs.
  • C. Rolling Road
    Rolling Road is a major north–south thoroughfare in Northern Virginia that serves residential communities and connects with several key regional routes.
  • D. Refuge of the Roads
    "Refuge of the Roads" is a reflective, jazz-inflected folk song by Joni Mitchell from her 1976 album *Hejira*, noted for its introspective lyrics and intricate guitar work.
  • E. Road's Edge
    Road's Edge is an arcade-style racing video game known for its high-speed, off-road driving and was one of the more prominent titles released for SNK's Hyper Neo Geo 64 hardware.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f2c996c8190a9ebe0e92608feaa completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6edb12bc8190b2c5558190671ae5 completed May 9, 2026, 5:28 p.m.
NEDg Description generation batch_69ff6fa2b0b881908fa7af973ee0bb6f completed May 9, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff707d1db4819097aa9402ce0abb97 completed May 9, 2026, 5:35 p.m.
Created at: April 10, 2026, 4:16 a.m.