Triple

T15294515
Position Surface form Disambiguated ID Type / Status
Subject Twin Peaks: Fire Walk with Me E365617 entity
Predicate featuresCharacter P626 FINISHED
Object BOB
BOB is a malevolent supernatural entity and primary antagonist in David Lynch’s Twin Peaks universe, known for possessing humans and driving them to commit horrific acts.
E1149026 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: BOB | Statement: [Twin Peaks: Fire Walk with Me, featuresCharacter, BOB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BOB
Context triple: [Twin Peaks: Fire Walk with Me, featuresCharacter, BOB]
  • A. BOB
    BOB is the standard abbreviation used for the Bobrov Division, a designated administrative or organizational unit.
  • B. The BOB
    The BOB is the former nickname of Chase Field, the retractable-roof baseball stadium in downtown Phoenix, Arizona, that serves as the home of the Arizona Diamondbacks.
  • C. Bo
    Bo was an extinct indigenous language of the Great Andamanese people, once spoken in the Andaman Islands of India.
  • D. Bo
    Bo is a masculine given name commonly used in Scandinavian countries and parts of Europe.
  • E. Bo
    Bo was the early capital city of the Shang dynasty in ancient China, serving as a major political and cultural center.
  • 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: BOB
Triple: [Twin Peaks: Fire Walk with Me, featuresCharacter, BOB]
Generated description
BOB is a malevolent supernatural entity and primary antagonist in David Lynch’s Twin Peaks universe, known for possessing humans and driving them to commit horrific acts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BOB
Target entity description: BOB is a malevolent supernatural entity and primary antagonist in David Lynch’s Twin Peaks universe, known for possessing humans and driving them to commit horrific acts.
  • A. BOB
    BOB is the standard abbreviation used for the Bobrov Division, a designated administrative or organizational unit.
  • B. The BOB
    The BOB is the former nickname of Chase Field, the retractable-roof baseball stadium in downtown Phoenix, Arizona, that serves as the home of the Arizona Diamondbacks.
  • C. Bo
    Bo is the second-largest city in Sierra Leone and a major economic and educational center in the country's Southern Province.
  • D. Bo
    Bo was an extinct indigenous language of the Great Andamanese people, once spoken in the Andaman Islands of India.
  • E. Bo
    Bo is a masculine given name commonly used in Scandinavian countries and parts of Europe.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03682ea488190ac82fdbd0e855d34 completed April 16, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69feef81058c8190aec7c7ad9a68f569 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef36488e081909be34cf781af91ea completed May 9, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_69fef435b1208190bd839297a2f8d3f4 completed May 9, 2026, 8:45 a.m.
Created at: April 10, 2026, 3:15 a.m.