Triple

T4111829
Position Surface form Disambiguated ID Type / Status
Subject 10 Cloverfield Lane E90192 entity
Predicate mainCharacter P1183 FINISHED
Object Howard Stambler
Howard Stambler is a paranoid survivalist and doomsday prepper who serves as the menacing, morally ambiguous antagonist in the psychological thriller film "10 Cloverfield Lane."
E446161 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: Howard Stambler | Statement: [10 Cloverfield Lane, mainCharacter, Howard Stambler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Howard Stambler
Context triple: [10 Cloverfield Lane, mainCharacter, Howard Stambler]
  • A. Edward Stabler
    Edward Stabler was a 19th-century Quaker pharmacist and businessman best known for establishing the apothecary that later became the Stabler–Leadbeater Apothecary Museum in Alexandria, Virginia.
  • B. Howard Bilerman
    Howard Bilerman is a Canadian drummer, audio engineer, and record producer best known for his work with Arcade Fire and numerous influential indie rock recordings.
  • C. Stanley Saitowitz
    Stanley Saitowitz is a South African-born American architect known for his minimalist, modernist designs and influential work in contemporary urban architecture.
  • D. Harold Hecht
    Harold Hecht was an American film producer and talent agent best known for co-founding Hecht-Hill-Lancaster and producing acclaimed mid-20th-century films such as "Marty."
  • E. Harold Schuster
    Harold Schuster was an American film editor and director active in the mid-20th century, known for his work on both feature films and animated shorts.
  • 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: Howard Stambler
Triple: [10 Cloverfield Lane, mainCharacter, Howard Stambler]
Generated description
Howard Stambler is a paranoid survivalist and doomsday prepper who serves as the menacing, morally ambiguous antagonist in the psychological thriller film "10 Cloverfield Lane."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Howard Stambler
Target entity description: Howard Stambler is a paranoid survivalist and doomsday prepper who serves as the menacing, morally ambiguous antagonist in the psychological thriller film "10 Cloverfield Lane."
  • A. Edward Stabler
    Edward Stabler was a 19th-century Quaker pharmacist and businessman best known for establishing the apothecary that later became the Stabler–Leadbeater Apothecary Museum in Alexandria, Virginia.
  • B. Howard Bilerman
    Howard Bilerman is a Canadian drummer, audio engineer, and record producer best known for his work with Arcade Fire and numerous influential indie rock recordings.
  • C. Stanley Saitowitz
    Stanley Saitowitz is a South African-born American architect known for his minimalist, modernist designs and influential work in contemporary urban architecture.
  • D. Harold Hecht
    Harold Hecht was an American film producer and talent agent best known for co-founding Hecht-Hill-Lancaster and producing acclaimed mid-20th-century films such as "Marty."
  • E. Harold Schuster
    Harold Schuster was an American film editor and director active in the mid-20th century, known for his work on both feature films and animated shorts.
  • 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_69aed95c080881908125e30c5dcdc6f8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01decd808190b4e5a5f76b090b0a completed March 9, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd678c2c088190a67867248f89c46a completed March 20, 2026, 3:28 p.m.
NEDg Description generation batch_69bd683417b08190bc4e08638a30c0ec completed March 20, 2026, 3:31 p.m.
NED2 Entity disambiguation (via description) batch_69bd68b4681c8190abb170ccb054cd05 completed March 20, 2026, 3:33 p.m.
Created at: March 9, 2026, 3:41 p.m.