Triple

T12395956
Position Surface form Disambiguated ID Type / Status
Subject In the Groove E296114 entity
Predicate hasTrack P3284 FINISHED
Object It's Love I Need
"It's Love I Need" is a soul song by Marvin Gaye featured on his 1968 album "In the Groove."
 E982937 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: It's Love I Need | Statement: [In the Groove, hasTrack, It's Love I Need]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: It's Love I Need
Context triple: [In the Groove, hasTrack, It's Love I Need]
  • 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 song by the American punk rock band the Adicts from their 1983 album *Sound of Music*.
  • C. 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.
  • D. 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.
  • E. Need Your Love So Bad
    "Need Your Love So Bad" is a classic blues ballad, best known for its emotive vocals and guitar work and for being covered by artists such as Fleetwood Mac.
  • 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: It's Love I Need
Triple: [In the Groove, hasTrack, It's Love I Need]
Generated description
"It's Love I Need" is a soul song by Marvin Gaye featured on his 1968 album "In the Groove."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: It's Love I Need
Target entity description: "It's Love I Need" is a soul song by Marvin Gaye featured on his 1968 album "In the Groove."
  • 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 song by the American punk rock band the Adicts from their 1983 album *Sound of Music*.
  • C. 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.
  • D. 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.
  • E. Need Your Love So Bad
    "Need Your Love So Bad" is a classic blues ballad, best known for its emotive vocals and guitar work and for being covered by artists such as Fleetwood Mac.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd33f048190b205fd21dc513f6a completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6347e27b4819085494babfe180488 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f63674aa3c81908ba82a9d246b3b3a completed May 2, 2026, 5:37 p.m.
NED2 Entity disambiguation (via description) batch_69f63a9b32fc8190ab98492ff91d2a66 completed May 2, 2026, 5:55 p.m.
Created at: April 8, 2026, 9:54 p.m.