Triple
T972525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inequality Reexamined |
E20974
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Development as Freedom |
E20972
|
NE FINISHED |
How this triple was built (2 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: Development as Freedom | Statement: [Inequality Reexamined, relatedWork, Development as Freedom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Development as Freedom Context triple: [Inequality Reexamined, relatedWork, Development as Freedom]
-
A.
Development as Freedom
chosen
Development as Freedom is a seminal book by economist Amartya Sen that argues true development should be understood as the expansion of people's substantive freedoms and capabilities rather than merely economic growth.
-
B.
The Direction of Human Development
"The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
-
C.
Free to Choose
Free to Choose is a 1980 book and television series by economists Milton and Rose Friedman that advocates free-market economic policies and individual liberty.
-
D.
Economic Origins of Dictatorship and Democracy
Economic Origins of Dictatorship and Democracy is a seminal political economy book that analyzes how economic structures and class interests shape the emergence and stability of democratic and authoritarian regimes.
-
E.
Why Nations Fail: The Origins of Power, Prosperity, and Poverty
Why Nations Fail: The Origins of Power, Prosperity, and Poverty is a widely influential book in political economy that argues inclusive political and economic institutions are the key drivers of long-term national prosperity and development.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a493b33d2c81909c52c369d3ca8436 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b44c38f08190997e141d424e9e04 |
completed | March 1, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac170a00f481909da0394531ac24fe |
completed | March 7, 2026, 12:16 p.m. |
Created at: March 1, 2026, 7:40 p.m.