Triple

T16722831
Position Surface form Disambiguated ID Type / Status
Subject Madvillainy E406391 entity
Predicate hasPart P35 FINISHED
Object Shadows of Tomorrow
"Shadows of Tomorrow" is a track from the acclaimed underground hip hop album Madvillainy, showcasing MF DOOM and Madlib’s experimental, abstract style.
E1231220 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: Shadows of Tomorrow | Statement: [Madvillainy, hasPart, Shadows of Tomorrow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shadows of Tomorrow
Context triple: [Madvillainy, hasPart, Shadows of Tomorrow]
  • A. Shadows of Time
    Shadows of Time is a film associated with Indian actor Sanjay Suri, recognized as one of his notable screen performances.
  • B. Beyond the Shadows
    Beyond the Shadows is the concluding epic fantasy novel in Brent Weeks' Night Angel Trilogy, following assassin Kylar Stern through the series' climactic conflicts.
  • C. Shadows and Light
    "Shadows and Light" is a 1980 live album and concert film by Canadian singer-songwriter Joni Mitchell, capturing jazz-infused performances with an all-star band.
  • D. Shadows of the Night
    "Shadows of the Night" is a 1982 rock song by Pat Benatar that became one of her signature hits and earned her a Grammy Award for Best Female Rock Vocal Performance.
  • E. Shadows in the Night
    Shadows in the Night is a work by Jack Frost, likely a creative piece such as a novel, film, or musical recording known within his body of work.
  • 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: Shadows of Tomorrow
Triple: [Madvillainy, hasPart, Shadows of Tomorrow]
Generated description
"Shadows of Tomorrow" is a track from the acclaimed underground hip hop album Madvillainy, showcasing MF DOOM and Madlib’s experimental, abstract style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shadows of Tomorrow
Target entity description: "Shadows of Tomorrow" is a track from the acclaimed underground hip hop album Madvillainy, showcasing MF DOOM and Madlib’s experimental, abstract style.
  • A. Shadows of Time
    Shadows of Time is a film associated with Indian actor Sanjay Suri, recognized as one of his notable screen performances.
  • B. Beyond the Shadows
    Beyond the Shadows is the concluding epic fantasy novel in Brent Weeks' Night Angel Trilogy, following assassin Kylar Stern through the series' climactic conflicts.
  • C. Shadows and Light
    "Shadows and Light" is a 1980 live album and concert film by Canadian singer-songwriter Joni Mitchell, capturing jazz-infused performances with an all-star band.
  • D. Shadows of the Night
    "Shadows of the Night" is a 1982 rock song by Pat Benatar that became one of her signature hits and earned her a Grammy Award for Best Female Rock Vocal Performance.
  • E. Shadows in the Night
    Shadows in the Night is a work by Jack Frost, likely a creative piece such as a novel, film, or musical recording known within his body of work.
  • 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.