Triple

T22842778
Position Surface form Disambiguated ID Type / Status
Subject Villa Manifesto E566125 entity
Predicate hasPart P35 FINISHED
Object Where Do We Go From Here
"Where Do We Go From Here" is a track by the Detroit hip hop group Slum Village featured on their album "Villa Manifesto."
E1557005 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: Where Do We Go From Here | Statement: [Villa Manifesto, hasPart, Where Do We Go From Here]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Where Do We Go From Here
Context triple: [Villa Manifesto, hasPart, Where Do We Go From Here]
  • A. Where Do We Go From Here
    "Where Do We Go From Here" is a song by Alicia Keys from her 2007 R&B/soul album "As I Am," reflecting on uncertainty and emotional crossroads in a relationship.
  • B. Where Do We Go From Here
    "Where Do We Go From Here" is a song by the American rock band The Poet, noted for its introspective lyrics and emotive, guitar-driven sound.
  • C. Where Do We Go from Here?
    "Where Do We Go from Here?" is a song featured on the 1971 album *Cahoots* by The Band.
  • D. Where Do We Go from Here?
    "Where Do We Go from Here?" is a 1945 fantasy musical comedy film starring Fred MacMurray, known for its time-traveling storyline and whimsical take on American history.
  • E. Where Do We Go from Here?
    "Where Do We Go from Here?" is a duet-style ensemble song from the musical episode "Once More, with Feeling" of the television series Buffy the Vampire Slayer, reflecting the characters’ uncertainty about their futures.
  • 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: Where Do We Go From Here
Triple: [Villa Manifesto, hasPart, Where Do We Go From Here]
Generated description
"Where Do We Go From Here" is a track by the Detroit hip hop group Slum Village featured on their album "Villa Manifesto."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Where Do We Go From Here
Target entity description: "Where Do We Go From Here" is a track by the Detroit hip hop group Slum Village featured on their album "Villa Manifesto."
  • A. Where Do We Go From Here
    "Where Do We Go From Here" is a song by Alicia Keys from her 2007 R&B/soul album "As I Am," reflecting on uncertainty and emotional crossroads in a relationship.
  • B. Where Do We Go From Here
    "Where Do We Go From Here" is a song by the American rock band The Poet, noted for its introspective lyrics and emotive, guitar-driven sound.
  • C. Where Do We Go from Here?
    "Where Do We Go from Here?" is a song featured on the 1971 album *Cahoots* by The Band.
  • D. Where Do We Go from Here?
    "Where Do We Go from Here?" is a 1945 fantasy musical comedy film starring Fred MacMurray, known for its time-traveling storyline and whimsical take on American history.
  • E. Where Do We Go from Here?
    "Where Do We Go from Here?" is a duet-style ensemble song from the musical episode "Once More, with Feeling" of the television series Buffy the Vampire Slayer, reflecting the characters’ uncertainty about their futures.
  • 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_69e245869e188190a196584f36e682da completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17e866080819091adfb41cd2a4e13 completed April 29, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba7b750a08190904c11a33ea19cce completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba84676f8819099e4ad46797387d9 completed May 19, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0ba8fa53a88190a0029d884308ffd6 completed May 19, 2026, 12:04 a.m.
Created at: April 17, 2026, 3:36 p.m.