Triple

T6420517
Position Surface form Disambiguated ID Type / Status
Subject James Lapine E127931 entity
Predicate notableWork P4 FINISHED
Object Imperfect Love
Imperfect Love is a play by James Lapine that explores the complexities of romantic relationships and emotional vulnerability.
 E594664 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: Imperfect Love | Statement: [James Lapine, notableWork, Imperfect Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Imperfect Love
Context triple: [James Lapine, notableWork, Imperfect Love]
  • A. A Better Love
    "A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
  • B. A Love Song
    "A Love Song" is a country-pop ballad recorded by Kenny Rogers that became one of his notable hits in the early 1980s.
  • C. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • D. Love Is Not Enough
    Love Is Not Enough is a psychological work by Bruno Bettelheim examining the limits of affection alone in effectively raising and treating emotionally disturbed children.
  • E. Enough of No Love
    "Enough of No Love" is an R&B breakup song by Keyshia Cole featuring Lil Wayne, known for its emotional vocals and themes of heartbreak and empowerment.
  • 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: Imperfect Love
Triple: [James Lapine, notableWork, Imperfect Love]
Generated description
Imperfect Love is a play by James Lapine that explores the complexities of romantic relationships and emotional vulnerability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Imperfect Love
Target entity description: Imperfect Love is a play by James Lapine that explores the complexities of romantic relationships and emotional vulnerability.
  • A. A Better Love
    "A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
  • B. A Love Song
    "A Love Song" is a country-pop ballad recorded by Kenny Rogers that became one of his notable hits in the early 1980s.
  • C. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • D. Love Is Not Enough
    Love Is Not Enough is a psychological work by Bruno Bettelheim examining the limits of affection alone in effectively raising and treating emotionally disturbed children.
  • E. Enough of No Love
    "Enough of No Love" is an R&B breakup song by Keyshia Cole featuring Lil Wayne, known for its emotional vocals and themes of heartbreak and empowerment.
  • 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_69c0083815208190a9b299b8e0640218 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06902ddb48190bd5a8b5ecdf6c39e completed March 22, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bb79f74819088a6e30a9deb8616 completed March 27, 2026, 9:19 a.m.
NEDg Description generation batch_69c64f6f9e188190a5ffa42768133f9e completed March 27, 2026, 9:35 a.m.
NED2 Entity disambiguation (via description) batch_69c64fdfb17c81908d0876ee435fb469 completed March 27, 2026, 9:37 a.m.
Created at: March 22, 2026, 4:43 p.m.