Triple

T11996311
Position Surface form Disambiguated ID Type / Status
Subject John Bettis E285538 entity
Predicate notableWork P4 FINISHED
Object I Need to Be in Love
"I Need to Be in Love" is a 1976 soft rock ballad most famously recorded by the Carpenters, known for its poignant lyrics about loneliness and longing.
 E958814 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: I Need to Be in Love | Statement: [John Bettis, notableWork, I Need to Be in Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Need to Be in Love
Context triple: [John Bettis, notableWork, I Need to Be in Love]
  • A. I Need Love
    "I Need Love" is a pioneering 1987 hip-hop ballad by LL Cool J that helped popularize rap love songs in mainstream music.
  • B. I Need Your Love
    "I Need Your Love" is a popular electronic dance-pop song by Calvin Harris featuring Ellie Goulding, known for its emotive vocals and chart success in the early 2010s.
  • C. I Need Your Love
    "I Need Your Love" is a song by the American punk rock band the Adicts from their 1983 album *Sound of Music*.
  • D. I Need to Be
    "I Need to Be" is a track from Mase's debut studio album "Harlem World," a landmark late-1990s hip-hop release.
  • E. I Want to Be Loved
    "I Want to Be Loved" is a song by Bon Jovi from their 2005 rock album "Have a Nice Day."
  • 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: I Need to Be in Love
Triple: [John Bettis, notableWork, I Need to Be in Love]
Generated description
"I Need to Be in Love" is a 1976 soft rock ballad most famously recorded by the Carpenters, known for its poignant lyrics about loneliness and longing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Need to Be in Love
Target entity description: "I Need to Be in Love" is a 1976 soft rock ballad most famously recorded by the Carpenters, known for its poignant lyrics about loneliness and longing.
  • A. I Need Love
    "I Need Love" is a pioneering 1987 hip-hop ballad by LL Cool J that helped popularize rap love songs in mainstream music.
  • B. I Need Your Love
    "I Need Your Love" is a popular electronic dance-pop song by Calvin Harris featuring Ellie Goulding, known for its emotive vocals and chart success in the early 2010s.
  • C. I Need Your Love
    "I Need Your Love" is a song by the American punk rock band the Adicts from their 1983 album *Sound of Music*.
  • D. I Need to Be
    "I Need to Be" is a track from Mase's debut studio album "Harlem World," a landmark late-1990s hip-hop release.
  • E. I Want to Be Loved
    "I Want to Be Loved" is a song by Bon Jovi from their 2005 rock album "Have a Nice Day."
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903c172788190b92042e9d10a48bf completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47281ea7c819081921bc125f8895f completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7d4ef081908f7f87d90c00d9ed completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47de8c9e48190af01918c9cd94c7d completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.