Triple

T13256307
Position Surface form Disambiguated ID Type / Status
Subject Maze Runner: The Scorch Trials E315665 entity
Predicate castMember P1668 FINISHED
Object Jacob Lofland
Jacob Lofland is an American actor known for his roles in films such as "Mud" and the "Maze Runner" series.
E1030545 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: Jacob Lofland | Statement: [Maze Runner: The Scorch Trials, castMember, Jacob Lofland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jacob Lofland
Context triple: [Maze Runner: The Scorch Trials, castMember, Jacob Lofland]
  • A. Samuel Lapp
    Samuel Lapp is a young Amish boy in the film "Witness," whose accidental observation of a murder drives the story’s central conflict.
  • B. Joel Jewett
    Joel Jewett is a video game industry executive best known as a co-founder and longtime leader of the development studio Neversoft, creators of the Tony Hawk's Pro Skater series.
  • C. Joseph Weishaar
    Joseph Weishaar is an American architect and designer best known for winning the competition to create the National World War I Memorial in Washington, D.C.
  • D. Samuel Diescher
    Samuel Diescher was a prominent 19th-century civil and mechanical engineer known for designing several American inclines and industrial structures, particularly in Pittsburgh.
  • E. Joseph Flummerfelt
    Joseph Flummerfelt was an acclaimed American choral conductor and educator, best known for his long association with the Westminster Choir and major orchestras and festivals around the world.
  • 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: Jacob Lofland
Triple: [Maze Runner: The Scorch Trials, castMember, Jacob Lofland]
Generated description
Jacob Lofland is an American actor known for his roles in films such as "Mud" and the "Maze Runner" series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jacob Lofland
Target entity description: Jacob Lofland is an American actor known for his roles in films such as "Mud" and the "Maze Runner" series.
  • A. Samuel Lapp
    Samuel Lapp is a young Amish boy in the film "Witness," whose accidental observation of a murder drives the story’s central conflict.
  • B. Joel Jewett
    Joel Jewett is a video game industry executive best known as a co-founder and longtime leader of the development studio Neversoft, creators of the Tony Hawk's Pro Skater series.
  • C. Joseph Weishaar
    Joseph Weishaar is an American architect and designer best known for winning the competition to create the National World War I Memorial in Washington, D.C.
  • D. Samuel Diescher
    Samuel Diescher was a prominent 19th-century civil and mechanical engineer known for designing several American inclines and industrial structures, particularly in Pittsburgh.
  • E. Joseph Flummerfelt
    Joseph Flummerfelt was an acclaimed American choral conductor and educator, best known for his long association with the Westminster Choir and major orchestras and festivals around the world.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98f7614fc8190a1cac076d706e9aa completed April 11, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a4240d881909f0ee898fd272826 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70c9718d08190b09fc6723712ef55 completed May 3, 2026, 8:51 a.m.
NED2 Entity disambiguation (via description) batch_69f70d32b38881909d500b81a0164bda completed May 3, 2026, 8:54 a.m.
Created at: April 9, 2026, 9:24 p.m.