Triple

T9473390
Position Surface form Disambiguated ID Type / Status
Subject Stephen Chbosky E228449 entity
Predicate directed P7373 FINISHED
Object The Four Corners of Nowhere (film)
The Four Corners of Nowhere is an independent 1995 comedy-drama film that follows a group of aimless young adults navigating relationships and identity in Ann Arbor, Michigan.
E801418 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: The Four Corners of Nowhere (film) | Statement: [Stephen Chbosky, directed, The Four Corners of Nowhere (film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Four Corners of Nowhere (film)
Context triple: [Stephen Chbosky, directed, The Four Corners of Nowhere (film)]
  • A. Bad Land: An American Romance
    Bad Land: An American Romance is a nonfiction book that explores the history and human stories of early 20th-century homesteaders on the harsh plains of eastern Montana.
  • B. Road to Nowhere
    "Road to Nowhere" is a 1985 song by the American new wave band Talking Heads, known for its upbeat sound paired with lyrics about uncertainty and the future.
  • C. Road to Nowhere
    Road to Nowhere is a 2010 neo-noir mystery film directed by Monte Hellman that blurs the line between reality and fiction through a movie-within-a-movie narrative.
  • D. High Plains Drifter
    High Plains Drifter is a 1973 Western film directed by and starring Clint Eastwood, known for its dark, supernatural-tinged take on frontier justice.
  • E. Indian Sands
    Indian Sands is a striking coastal area in southern Oregon known for its sculpted sandstone formations, dunes, and ocean views within the Samuel H. Boardman State Scenic Corridor.
  • 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: The Four Corners of Nowhere (film)
Triple: [Stephen Chbosky, directed, The Four Corners of Nowhere (film)]
Generated description
The Four Corners of Nowhere is an independent 1995 comedy-drama film that follows a group of aimless young adults navigating relationships and identity in Ann Arbor, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Four Corners of Nowhere (film)
Target entity description: The Four Corners of Nowhere is an independent 1995 comedy-drama film that follows a group of aimless young adults navigating relationships and identity in Ann Arbor, Michigan.
  • A. Bad Land: An American Romance
    Bad Land: An American Romance is a nonfiction book that explores the history and human stories of early 20th-century homesteaders on the harsh plains of eastern Montana.
  • B. Road to Nowhere
    "Road to Nowhere" is a 1985 song by the American new wave band Talking Heads, known for its upbeat sound paired with lyrics about uncertainty and the future.
  • C. Road to Nowhere
    Road to Nowhere is a 2010 neo-noir mystery film directed by Monte Hellman that blurs the line between reality and fiction through a movie-within-a-movie narrative.
  • D. High Plains Drifter
    High Plains Drifter is a 1973 Western film directed by and starring Clint Eastwood, known for its dark, supernatural-tinged take on frontier justice.
  • E. Indian Sands
    Indian Sands is a striking coastal area in southern Oregon known for its sculpted sandstone formations, dunes, and ocean views within the Samuel H. Boardman State Scenic Corridor.
  • 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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ff0afd08190871b68a88fdbff2b completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122d625fc8190b8222930449ad3da completed April 4, 2026, 2:40 p.m.
NEDg Description generation batch_69d12395841c8190857de8a50ab6345c completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d1275bcbd88190a5742a9cf802425a completed April 4, 2026, 2:59 p.m.
Created at: March 30, 2026, 7:54 p.m.