Triple
T4866799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | bell hooks |
E108989
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Will to Change: Men, Masculinity, and Love
The Will to Change: Men, Masculinity, and Love is a nonfiction book by bell hooks that critiques patriarchal masculinity and explores how men can embrace emotional openness, love, and feminist principles.
|
E476967
|
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: The Will to Change: Men, Masculinity, and Love | Statement: [bell hooks, notableWork, The Will to Change: Men, Masculinity, and Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Will to Change: Men, Masculinity, and Love Context triple: [bell hooks, notableWork, The Will to Change: Men, Masculinity, and Love]
-
A.
It Is Time for a Love Revolution
"It Is Time for a Love Revolution" is a 2008 rock and soul-influenced studio album by American musician Lenny Kravitz.
-
B.
Compulsory Heterosexuality and Lesbian Existence
Compulsory Heterosexuality and Lesbian Existence is Adrienne Rich’s influential feminist essay that critiques heterosexuality as a political institution and argues for the recognition of lesbian existence and resistance.
-
C.
Pressure is a Privilege: Lessons I’ve Learned from Life and the Battle of the Sexes
Pressure is a Privilege: Lessons I’ve Learned from Life and the Battle of the Sexes is a memoir and motivational book by tennis legend Billie Jean King that shares life lessons drawn from her career and her historic 1973 “Battle of the Sexes” match.
-
D.
Sex and Social Justice
Sex and Social Justice is a philosophical work by Martha Nussbaum that examines gender equality, sexuality, and human rights through the lens of liberal feminism and capabilities theory.
-
E.
The Dangerous Passion: Why Jealousy Is as Necessary as Love and Sex
The Dangerous Passion: Why Jealousy Is as Necessary as Love and Sex is an evolutionary psychology book by David M. Buss that explores the origins, functions, and consequences of romantic jealousy in human relationships.
- 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: The Will to Change: Men, Masculinity, and Love Triple: [bell hooks, notableWork, The Will to Change: Men, Masculinity, and Love]
Generated description
The Will to Change: Men, Masculinity, and Love is a nonfiction book by bell hooks that critiques patriarchal masculinity and explores how men can embrace emotional openness, love, and feminist principles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Will to Change: Men, Masculinity, and Love Target entity description: The Will to Change: Men, Masculinity, and Love is a nonfiction book by bell hooks that critiques patriarchal masculinity and explores how men can embrace emotional openness, love, and feminist principles.
-
A.
It Is Time for a Love Revolution
"It Is Time for a Love Revolution" is a 2008 rock and soul-influenced studio album by American musician Lenny Kravitz.
-
B.
Compulsory Heterosexuality and Lesbian Existence
Compulsory Heterosexuality and Lesbian Existence is Adrienne Rich’s influential feminist essay that critiques heterosexuality as a political institution and argues for the recognition of lesbian existence and resistance.
-
C.
Pressure is a Privilege: Lessons I’ve Learned from Life and the Battle of the Sexes
Pressure is a Privilege: Lessons I’ve Learned from Life and the Battle of the Sexes is a memoir and motivational book by tennis legend Billie Jean King that shares life lessons drawn from her career and her historic 1973 “Battle of the Sexes” match.
-
D.
Sex and Social Justice
Sex and Social Justice is a philosophical work by Martha Nussbaum that examines gender equality, sexuality, and human rights through the lens of liberal feminism and capabilities theory.
-
E.
The Dangerous Passion: Why Jealousy Is as Necessary as Love and Sex
The Dangerous Passion: Why Jealousy Is as Necessary as Love and Sex is an evolutionary psychology book by David M. Buss that explores the origins, functions, and consequences of romantic jealousy in human relationships.
- 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_69bd440d96a48190b0c87069adef2af1 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d7a42f88190bb1ef7261bcbc2a8 |
completed | March 20, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be67e5d96c8190b2a509d9fb81211a |
completed | March 21, 2026, 9:41 a.m. |
| NEDg | Description generation | batch_69be693b36b08190a0de648f0c5bdc60 |
completed | March 21, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be69a16b0c8190b0a787bb54b31fc3 |
completed | March 21, 2026, 9:49 a.m. |
Created at: March 20, 2026, 1:26 p.m.