Triple

T7230988
Position Surface form Disambiguated ID Type / Status
Subject Love Wins E154899 entity
Predicate titleReference P12689 FINISHED
Object “Love wins” slogan used by marriage equality supporters
The “Love wins” slogan used by marriage equality supporters is a rallying cry and social media hashtag celebrating the triumph of same-sex marriage rights and affirming that love and equality prevail over discrimination.
 E650646 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 wins” slogan used by marriage equality supporters | Statement: [Love Wins, titleReference, “Love wins” slogan used by marriage equality supporters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Love wins” slogan used by marriage equality supporters
Context triple: [Love Wins, titleReference, “Love wins” slogan used by marriage equality supporters]
  • A. Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality
    Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality is a nonfiction book that chronicles the personal stories and legal battle behind the U.S. Supreme Court decision legalizing same-sex marriage nationwide.
  • B. Same Love
    "Same Love" is a socially conscious hip-hop song by Macklemore & Ryan Lewis featuring Mary Lambert that advocates for LGBTQ+ rights and marriage equality.
  • C. Goodridge
    Goodridge is a surname and place name of English origin that appears as a variant spelling of "Goodrich."
  • D. “You’re in good hands” slogan
    “You’re in good hands” is the long-running, reassuring advertising slogan used by the American insurance company Allstate to emphasize trust and protection.
  • E. Love Wins
    Love Wins is a nonfiction book by James Obergefell that recounts his personal journey as the lead plaintiff in the landmark U.S. Supreme Court case that legalized same-sex marriage nationwide.
  • 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 wins” slogan used by marriage equality supporters
Triple: [Love Wins, titleReference, “Love wins” slogan used by marriage equality supporters]
Generated description
The “Love wins” slogan used by marriage equality supporters is a rallying cry and social media hashtag celebrating the triumph of same-sex marriage rights and affirming that love and equality prevail over discrimination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Love wins” slogan used by marriage equality supporters
Target entity description: The “Love wins” slogan used by marriage equality supporters is a rallying cry and social media hashtag celebrating the triumph of same-sex marriage rights and affirming that love and equality prevail over discrimination.
  • A. Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality
    Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality is a nonfiction book that chronicles the personal stories and legal battle behind the U.S. Supreme Court decision legalizing same-sex marriage nationwide.
  • B. Same Love
    "Same Love" is a socially conscious hip-hop song by Macklemore & Ryan Lewis featuring Mary Lambert that advocates for LGBTQ+ rights and marriage equality.
  • C. Goodridge
    Goodridge is a surname and place name of English origin that appears as a variant spelling of "Goodrich."
  • D. “You’re in good hands” slogan
    “You’re in good hands” is the long-running, reassuring advertising slogan used by the American insurance company Allstate to emphasize trust and protection.
  • E. Love Wins
    Love Wins is a nonfiction book by James Obergefell that recounts his personal journey as the lead plaintiff in the landmark U.S. Supreme Court case that legalized same-sex marriage nationwide.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea0f09648190b285993556f704d5 completed March 27, 2026, 8:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc22a39481909a2f38014260f302 completed March 28, 2026, 12:40 p.m.
NEDg Description generation batch_69c7cd95c8c48190aa4c7d086f03bc0f completed March 28, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7ce1b5e0081908d8e68fb1c0bfd3e completed March 28, 2026, 12:48 p.m.
Created at: March 27, 2026, 2:54 p.m.