Triple
T4329430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gary Becker |
E96711
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
A Treatise on the Family
A Treatise on the Family is an influential economic analysis by Gary Becker that applies microeconomic theory to family behavior, including marriage, fertility, and household decision-making.
|
E431723
|
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: A Treatise on the Family | Statement: [Gary Becker, notableWork, A Treatise on the Family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Treatise on the Family Context triple: [Gary Becker, notableWork, A Treatise on the Family]
-
A.
The Problems of Parenthood
"The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
-
B.
The Origin of the Family, Private Property and the State
The Origin of the Family, Private Property and the State is a foundational Marxist work by Friedrich Engels that analyzes the historical development of family structures, private property, and state power in relation to class society.
-
C.
Womanhood: Its Sanctities and Fidelities
"Womanhood: Its Sanctities and Fidelities" is a 19th-century feminist work by suffragist Isabella Beecher Hooker that explores the moral, social, and spiritual dimensions of women’s rights and roles.
-
D.
On Marriage
"On Marriage" is a 19th-century feminist essay that critiques the legal and social subordination of wives and argues for equal rights within marriage.
-
E.
Of Marriage and Single Life
"Of Marriage and Single Life" is a notable essay by Francis Bacon that contrasts the advantages and disadvantages of married and single states in early modern society.
- 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: A Treatise on the Family Triple: [Gary Becker, notableWork, A Treatise on the Family]
Generated description
A Treatise on the Family is an influential economic analysis by Gary Becker that applies microeconomic theory to family behavior, including marriage, fertility, and household decision-making.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Treatise on the Family Target entity description: A Treatise on the Family is an influential economic analysis by Gary Becker that applies microeconomic theory to family behavior, including marriage, fertility, and household decision-making.
-
A.
The Problems of Parenthood
"The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
-
B.
The Origin of the Family, Private Property and the State
The Origin of the Family, Private Property and the State is a foundational Marxist work by Friedrich Engels that analyzes the historical development of family structures, private property, and state power in relation to class society.
-
C.
Womanhood: Its Sanctities and Fidelities
"Womanhood: Its Sanctities and Fidelities" is a 19th-century feminist work by suffragist Isabella Beecher Hooker that explores the moral, social, and spiritual dimensions of women’s rights and roles.
-
D.
On Marriage
"On Marriage" is a 19th-century feminist essay that critiques the legal and social subordination of wives and argues for equal rights within marriage.
-
E.
Of Marriage and Single Life
"Of Marriage and Single Life" is a notable essay by Francis Bacon that contrasts the advantages and disadvantages of married and single states in early modern society.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3513545fc81909e29de7eae1829f7 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09bf304819084fc1b9162c8b48a |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d48a56f881909cc75f45d87c8151 |
completed | March 14, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d4f99ff08190957b46cd84954f79 |
completed | March 14, 2026, 9:36 p.m. |
Created at: March 12, 2026, 11:13 p.m.