Triple

T27606611
Position Surface form Disambiguated ID Type / Status
Subject Southern California car culture E700196 entity
Predicate hasAssociatedStyle P1609 FINISHED
Object kustom kulture
Kustom Kulture is an American subculture and aesthetic movement centered on custom cars, hot rods, motorcycles, and related art, fashion, and music that emerged from mid-20th-century Southern California.
 E1780075 NE FINISHED

How this triple was built (3 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: kustom kulture | Statement: [Southern California car culture, hasAssociatedStyle, kustom kulture]
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: kustom kulture
Triple: [Southern California car culture, hasAssociatedStyle, kustom kulture]
Generated description
Kustom Kulture is an American subculture and aesthetic movement centered on custom cars, hot rods, motorcycles, and related art, fashion, and music that emerged from mid-20th-century Southern California.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasAssociatedStyle
Context triple: [Southern California car culture, hasAssociatedStyle, kustom kulture]
  • A. hasStyle chosen
    Indicates that an entity possesses, exhibits, or is characterized by a particular style or manner.
  • B. hasStyleIndex
    Indicates that an entity is associated with a particular style identified by a specific index or position.
  • C. hasSubstyle
    Indicates that one style is a more specific or subordinate variant of another style within a hierarchical style structure.
  • D. hasSystemStyle
    Indicates that one entity is associated with, or characterized by, a particular system-defined style of another entity.
  • E. hasRuleStyle
    Indicates that an entity is associated with a particular rule-based style or formatting specification.
  • F. None of above.

Provenance (6 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_69ef6a4e2e208190b63b7268f405785c completed April 27, 2026, 1:53 p.m.
NER Named-entity recognition batch_69f69edbb7648190bd89c57e0932eac1 completed May 3, 2026, 1:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a12d0e99290819094b633869814075c completed May 24, 2026, 10:20 a.m.
NEDg Description generation batch_6a12d1a671948190add200d3ab2db641 completed May 24, 2026, 10:23 a.m.
NED2 Entity disambiguation (via description) batch_6a12d26af1288190a2925d726ab5be31 completed May 24, 2026, 10:26 a.m.
PD Predicate disambiguation batch_69f69d17e8d48190b30bcc2f4bd81eb2 completed May 3, 2026, 12:55 a.m.
Created at: April 27, 2026, 2:10 p.m.