Triple

T13542328
Position Surface form Disambiguated ID Type / Status
Subject Lou Rawls E323417 entity
Predicate notableWork P4 FINISHED
Object Love Is a Hurtin' Thing
"Love Is a Hurtin' Thing" is a 1966 soul single by Lou Rawls that became one of his signature hits and earned him widespread acclaim.
 E1046366 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: Love Is a Hurtin' Thing | Statement: [Lou Rawls, notableWork, Love Is a Hurtin' Thing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Love Is a Hurtin' Thing
Context triple: [Lou Rawls, notableWork, Love Is a Hurtin' Thing]
  • A. I’m Hurtin’
    "I’m Hurtin’" is a song featured as the B-side to Roy Orbison’s 1961 hit single "Running Scared."
  • B. Love Is Pain
    "Love Is Pain" is a song by Fergie from her 2017 visual album "Double Dutchess," blending emotional lyrics with contemporary pop and R&B production.
  • C. Nothing Hurts Like Love
    "Nothing Hurts Like Love" is a pop ballad by British singer Daniel Bedingfield, released in 2004 and known for its emotive lyrics about heartbreak.
  • D. Only Love Can Hurt Like This
    "Only Love Can Hurt Like This" is a soulful, retro-influenced pop ballad by British singer Paloma Faith that became one of her signature hits.
  • E. It Hurts to Be in Love
    "It Hurts to Be in Love" is a 1964 pop song, originally intended for Neil Sedaka but made famous by Gene Pitney, known for its dramatic vocals and lush Brill Building-style production.
  • 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: Love Is a Hurtin' Thing
Triple: [Lou Rawls, notableWork, Love Is a Hurtin' Thing]
Generated description
"Love Is a Hurtin' Thing" is a 1966 soul single by Lou Rawls that became one of his signature hits and earned him widespread acclaim.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Love Is a Hurtin' Thing
Target entity description: "Love Is a Hurtin' Thing" is a 1966 soul single by Lou Rawls that became one of his signature hits and earned him widespread acclaim.
  • A. I’m Hurtin’
    "I’m Hurtin’" is a song featured as the B-side to Roy Orbison’s 1961 hit single "Running Scared."
  • B. Love Is Pain
    "Love Is Pain" is a song by Fergie from her 2017 visual album "Double Dutchess," blending emotional lyrics with contemporary pop and R&B production.
  • C. Nothing Hurts Like Love
    "Nothing Hurts Like Love" is a pop ballad by British singer Daniel Bedingfield, released in 2004 and known for its emotive lyrics about heartbreak.
  • D. Only Love Can Hurt Like This
    "Only Love Can Hurt Like This" is a soulful, retro-influenced pop ballad by British singer Paloma Faith that became one of her signature hits.
  • E. It Hurts to Be in Love
    "It Hurts to Be in Love" is a 1964 pop song, originally intended for Neil Sedaka but made famous by Gene Pitney, known for its dramatic vocals and lush Brill Building-style production.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafd8ba10819098faadcc6adf251e completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75da094288190aff108b006c3da1f completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75f2c645481909c3e5ecdd239965d completed May 3, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69f75f8e9b608190830ab942098a798c completed May 3, 2026, 2:45 p.m.
Created at: April 9, 2026, 9:45 p.m.