Triple

T16722829
Position Surface form Disambiguated ID Type / Status
Subject Madvillainy E406391 entity
Predicate hasPart P35 FINISHED
Object Strange Ways
"Strange Ways" is a track by the hip-hop duo Madvillain (MF DOOM and Madlib), known for its dense lyricism and off-kilter production.
E1231218 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: Strange Ways | Statement: [Madvillainy, hasPart, Strange Ways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Strange Ways
Context triple: [Madvillainy, hasPart, Strange Ways]
  • A. Stranger Ways
    "Stranger Ways" is a song by the British heavy metal band Lowborn.
  • B. Mysterious Ways
    Mysterious Ways is a Canadian-American science fiction television series that follows a physics professor investigating seemingly miraculous phenomena.
  • C. Mysterious Ways
    "Mysterious Ways" is a funk-influenced rock song by U2, released as a single from their 1991 album Achtung Baby and known for its distinctive guitar effects and danceable groove.
  • D. Strangeland
    Strangeland is a confessional memoir by British artist Tracey Emin, exploring her turbulent childhood, relationships, and the experiences that shaped her provocative artistic persona.
  • E. Strangeland
    Strangeland is a 1998 horror film written by and starring Twisted Sister frontman Dee Snider, known for its sadistic internet predator villain and body-modification themes.
  • 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: Strange Ways
Triple: [Madvillainy, hasPart, Strange Ways]
Generated description
"Strange Ways" is a track by the hip-hop duo Madvillain (MF DOOM and Madlib), known for its dense lyricism and off-kilter production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Strange Ways
Target entity description: "Strange Ways" is a track by the hip-hop duo Madvillain (MF DOOM and Madlib), known for its dense lyricism and off-kilter production.
  • A. Stranger Ways
    "Stranger Ways" is a song by the British heavy metal band Lowborn.
  • B. Mysterious Ways
    Mysterious Ways is a Canadian-American science fiction television series that follows a physics professor investigating seemingly miraculous phenomena.
  • C. Mysterious Ways
    "Mysterious Ways" is a funk-influenced rock song by U2, released as a single from their 1991 album Achtung Baby and known for its distinctive guitar effects and danceable groove.
  • D. Strangeland
    Strangeland is a confessional memoir by British artist Tracey Emin, exploring her turbulent childhood, relationships, and the experiences that shaped her provocative artistic persona.
  • E. Strangeland
    Strangeland is a 1998 horror film written by and starring Twisted Sister frontman Dee Snider, known for its sadistic internet predator villain and body-modification themes.
  • 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e387449eb08190b174f8e142ea631b completed April 18, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d43c49081908eca922da8f90793 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a00a19d8dc08190be5d750f71b083dc completed May 10, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_6a00a269cacc81909d084c5d3497a4e6 completed May 10, 2026, 3:21 p.m.
Created at: April 10, 2026, 5:20 a.m.