Triple

T6578261
Position Surface form Disambiguated ID Type / Status
Subject Shawn Stockman E157225 entity
Predicate notableWork P4 FINISHED
Object Boyz II Men song "End of the Road"
"End of the Road" is a 1992 R&B ballad by Boyz II Men that became a massive international hit, topping charts worldwide and becoming one of the defining slow jams of the 1990s.
E599428 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: Boyz II Men song "End of the Road" | Statement: [Shawn Stockman, notableWork, Boyz II Men song "End of the Road"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boyz II Men song "End of the Road"
Context triple: [Shawn Stockman, notableWork, Boyz II Men song "End of the Road"]
  • A. song "The Way"
    "The Way" is a 2013 pop-R&B single by Ariana Grande featuring Mac Miller that served as her breakout hit and introduced her to mainstream audiences.
  • B. “Our Day Will Come” by Ruby & the Romantics
    “Our Day Will Come” by Ruby & the Romantics is a 1963 pop and R&B hit single best known for its smooth vocal harmonies and enduring status as a classic love song.
  • C. song "Goodnight and Go"
    "Goodnight and Go" is a dreamy, electronic-infused pop song by Imogen Heap, known for its intricate production, intimate lyrics, and later interpolation by Ariana Grande.
  • D. song "One Sweet Day"
    "One Sweet Day" is a 1995 R&B ballad by Mariah Carey and Boyz II Men, best known for its emotional tribute to lost loved ones and its record-breaking run atop the Billboard Hot 100.
  • E. song "Walk Away" by Christina Aguilera
    "Walk Away" is an emotionally charged pop ballad by Christina Aguilera, known for its powerful vocals and raw, confessional lyrics about leaving a toxic relationship.
  • 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: Boyz II Men song "End of the Road"
Triple: [Shawn Stockman, notableWork, Boyz II Men song "End of the Road"]
Generated description
"End of the Road" is a 1992 R&B ballad by Boyz II Men that became a massive international hit, topping charts worldwide and becoming one of the defining slow jams of the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boyz II Men song "End of the Road"
Target entity description: "End of the Road" is a 1992 R&B ballad by Boyz II Men that became a massive international hit, topping charts worldwide and becoming one of the defining slow jams of the 1990s.
  • A. song "The Way"
    "The Way" is a 2013 pop-R&B single by Ariana Grande featuring Mac Miller that served as her breakout hit and introduced her to mainstream audiences.
  • B. “Our Day Will Come” by Ruby & the Romantics
    “Our Day Will Come” by Ruby & the Romantics is a 1963 pop and R&B hit single best known for its smooth vocal harmonies and enduring status as a classic love song.
  • C. song "Goodnight and Go"
    "Goodnight and Go" is a dreamy, electronic-infused pop song by Imogen Heap, known for its intricate production, intimate lyrics, and later interpolation by Ariana Grande.
  • D. song "One Sweet Day"
    "One Sweet Day" is a 1995 R&B ballad by Mariah Carey and Boyz II Men, best known for its emotional tribute to lost loved ones and its record-breaking run atop the Billboard Hot 100.
  • E. song "Walk Away" by Christina Aguilera
    "Walk Away" is an emotionally charged pop ballad by Christina Aguilera, known for its powerful vocals and raw, confessional lyrics about leaving a toxic relationship.
  • 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_69c6882b3a108190b3a9eb343ae4162c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae74fd90819091d67eec6381d5e0 completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cba5cc708190a8748160a7878b8f completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd08a9c88190a481d4d3f8e680bf completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdc859cc8190bbae2efc39409021 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:54 p.m.