Triple

T6578262
Position Surface form Disambiguated ID Type / Status
Subject Shawn Stockman E157225 entity
Predicate notableWork P4 FINISHED
Object Boyz II Men song "I'll Make Love to You"
"I'll Make Love to You" is a 1994 R&B ballad by Boyz II Men that became one of their biggest hits, topping charts worldwide and winning a Grammy Award.
 E599429 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 "I'll Make Love to You" | Statement: [Shawn Stockman, notableWork, Boyz II Men song "I'll Make Love to You"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boyz II Men song "I'll Make Love to You"
Context triple: [Shawn Stockman, notableWork, Boyz II Men song "I'll Make Love to You"]
  • A. “If You Love Me” by Brownstone
    “If You Love Me” by Brownstone is a mid-1990s R&B hit known for its powerful vocal harmonies and emotionally charged plea for genuine love and commitment.
  • B. “I’ll Take You There” by The Staple Singers
    “I’ll Take You There” is a 1972 soul and R&B hit by The Staple Singers, celebrated for its uplifting groove, gospel-infused vocals, and enduring influence on popular music.
  • C. 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.
  • D. song "Tonight (I’m Lovin’ You)"
    "Tonight (I’m Lovin’ You)" is a 2010 dance-pop and electro-pop single by Enrique Iglesias featuring Ludacris and DJ Frank E, known for its explicit lyrics and club-oriented production.
  • E. song "We Belong Together"
    "We Belong Together" is a 2005 R&B ballad by Mariah Carey that became one of her biggest commercial and critical successes, often credited with revitalizing her career.
  • 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 "I'll Make Love to You"
Triple: [Shawn Stockman, notableWork, Boyz II Men song "I'll Make Love to You"]
Generated description
"I'll Make Love to You" is a 1994 R&B ballad by Boyz II Men that became one of their biggest hits, topping charts worldwide and winning a Grammy Award.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Boyz II Men song "I'll Make Love to You"
Target entity description: "I'll Make Love to You" is a 1994 R&B ballad by Boyz II Men that became one of their biggest hits, topping charts worldwide and winning a Grammy Award.
  • A. “If You Love Me” by Brownstone
    “If You Love Me” by Brownstone is a mid-1990s R&B hit known for its powerful vocal harmonies and emotionally charged plea for genuine love and commitment.
  • B. “I’ll Take You There” by The Staple Singers
    “I’ll Take You There” is a 1972 soul and R&B hit by The Staple Singers, celebrated for its uplifting groove, gospel-infused vocals, and enduring influence on popular music.
  • C. 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.
  • D. song "Tonight (I’m Lovin’ You)"
    "Tonight (I’m Lovin’ You)" is a 2010 dance-pop and electro-pop single by Enrique Iglesias featuring Ludacris and DJ Frank E, known for its explicit lyrics and club-oriented production.
  • E. song "We Belong Together"
    "We Belong Together" is a 2005 R&B ballad by Mariah Carey that became one of her biggest commercial and critical successes, often credited with revitalizing her career.
  • 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.