Triple

T22574098
Position Surface form Disambiguated ID Type / Status
Subject Kris Swanberg E544347 entity
Predicate notableWork P4 FINISHED
Object Empire Builder
Empire Builder is an independent drama film directed by Kris Swanberg that explores themes of motherhood, identity, and personal transformation.
E1543059 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: Empire Builder | Statement: [Kris Swanberg, notableWork, Empire Builder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Empire Builder
Context triple: [Kris Swanberg, notableWork, Empire Builder]
  • A. Empire Builder
    Empire Builder is a long-distance Amtrak passenger train route that runs between Chicago and the Pacific Northwest, known for its scenic journey through the northern United States.
  • B. Railmaster
    Railmaster is a line of Omega wristwatches originally designed for railway workers and engineers, known for their robust construction and strong anti-magnetic properties.
  • C. Tycoon
    Tycoon is a Russian crime drama film directed by Pavel Lungin that portrays the rise and fall of a powerful oligarch in post-Soviet Russia.
  • D. Train of the Stars
    Train of the Stars was the glamorous, celebrity-favored Super Chief passenger train that ran between Chicago and Los Angeles on the Atchison, Topeka and Santa Fe Railway.
  • E. RollerCoaster Tycoon
    RollerCoaster Tycoon is a classic construction and management simulation game series where players design, build, and operate their own amusement parks and roller coasters.
  • 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: Empire Builder
Triple: [Kris Swanberg, notableWork, Empire Builder]
Generated description
Empire Builder is an independent drama film directed by Kris Swanberg that explores themes of motherhood, identity, and personal transformation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Empire Builder
Target entity description: Empire Builder is an independent drama film directed by Kris Swanberg that explores themes of motherhood, identity, and personal transformation.
  • A. Empire Builder
    Empire Builder is a long-distance Amtrak passenger train route that runs between Chicago and the Pacific Northwest, known for its scenic journey through the northern United States.
  • B. Railmaster
    Railmaster is a line of Omega wristwatches originally designed for railway workers and engineers, known for their robust construction and strong anti-magnetic properties.
  • C. Tycoon
    Tycoon is a Russian crime drama film directed by Pavel Lungin that portrays the rise and fall of a powerful oligarch in post-Soviet Russia.
  • D. Train of the Stars
    Train of the Stars was the glamorous, celebrity-favored Super Chief passenger train that ran between Chicago and Los Angeles on the Atchison, Topeka and Santa Fe Railway.
  • E. RollerCoaster Tycoon
    RollerCoaster Tycoon is a classic construction and management simulation game series where players design, build, and operate their own amusement parks and roller coasters.
  • 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_69e11e30d05481909df915354c89f0d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f15fea683c81908fbf9f171eed3341 completed April 29, 2026, 1:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d7ad7888190b2815c074475d932 completed May 18, 2026, 3:17 p.m.
NEDg Description generation batch_6a0b3648cb208190b749e343c3d5c88d completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b37002120819097bf1f6e56b6afe5 completed May 18, 2026, 3:57 p.m.
Created at: April 16, 2026, 8:53 p.m.