Triple
T1349194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Obergefell |
E28841
|
entity |
| Predicate | hasBiographyIn |
P5385
|
FINISHED |
| Object |
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.
|
E154900
|
NE FINISHED |
How this triple was built (5 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: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality | Statement: [James Obergefell, hasBiographyIn, Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality Context triple: [James Obergefell, hasBiographyIn, Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality]
-
A.
Notorious RBG: The Life and Times of Ruth Bader Ginsburg
"Notorious RBG: The Life and Times of Ruth Bader Ginsburg" is a popular biographical book that chronicles the life, legal career, and cultural impact of U.S. Supreme Court Justice Ruth Bader Ginsburg.
-
B.
On the Basis of Sex
On the Basis of Sex is a biographical legal drama film about Supreme Court Justice Ruth Bader Ginsburg’s early career and landmark gender discrimination case.
-
C.
Notorious RBG
Notorious RBG is the popular cultural nickname for U.S. Supreme Court Justice Ruth Bader Ginsburg, celebrating her as a trailblazing feminist icon and champion of gender equality.
-
D.
How to Love
"How to Love" is a melodic, introspective hip-hop ballad by Lil Wayne that explores vulnerability, heartbreak, and the struggle to accept love.
-
E.
Frontiers of Justice
Frontiers of Justice is a philosophical work by Martha Nussbaum that extends theories of justice to address the rights and moral standing of people with disabilities, non-human animals, and citizens of other nations.
- 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: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality Triple: [James Obergefell, hasBiographyIn, Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality Target entity description: 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.
-
A.
Notorious RBG: The Life and Times of Ruth Bader Ginsburg
"Notorious RBG: The Life and Times of Ruth Bader Ginsburg" is a popular biographical book that chronicles the life, legal career, and cultural impact of U.S. Supreme Court Justice Ruth Bader Ginsburg.
-
B.
On the Basis of Sex
On the Basis of Sex is a biographical legal drama film about Supreme Court Justice Ruth Bader Ginsburg’s early career and landmark gender discrimination case.
-
C.
Notorious RBG
Notorious RBG is the popular cultural nickname for U.S. Supreme Court Justice Ruth Bader Ginsburg, celebrating her as a trailblazing feminist icon and champion of gender equality.
-
D.
How to Love
"How to Love" is a melodic, introspective hip-hop ballad by Lil Wayne that explores vulnerability, heartbreak, and the struggle to accept love.
-
E.
Frontiers of Justice
Frontiers of Justice is a philosophical work by Martha Nussbaum that extends theories of justice to address the rights and moral standing of people with disabilities, non-human animals, and citizens of other nations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBiographyIn Context triple: [James Obergefell, hasBiographyIn, Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality]
-
A.
hasPartInBiography
chosen
Indicates that a person or entity is featured or plays a role within someone’s biographical account.
-
B.
includesBiographiesOf
Indicates that one entity contains or features biographical information about another entity.
-
C.
hasAutobiographicalElements
Indicates that something, such as a work or narrative, contains elements drawn from the creator’s own life or personal experiences.
-
D.
isThirdAutobiographyOf
Indicates that one work is the third autobiography written by or about a particular person or entity in a sequence of autobiographical works.
-
E.
hasWrittenAbout
Indicates that one entity has authored content or material discussing, analyzing, or referencing another entity.
- F. None of above.
Provenance (6 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c268745481908be649526c18e558 |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc63c3764819094cc02e6e2332a6b |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acca1b067481909d2ed51a6f1faae6 |
completed | March 8, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acca84efac8190a8f88e0c86b14a39 |
completed | March 8, 2026, 1:01 a.m. |
| PD | Predicate disambiguation | batch_69a4bef5857c81909ae984feb85a26ca |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:56 p.m.