Triple
T2112771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | liberation theology |
E42540
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
dependency theory
Dependency theory is a social science approach that explains global inequality by arguing that wealthier "core" countries maintain their prosperity by structurally exploiting and underdeveloping poorer "peripheral" nations.
|
E235191
|
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: dependency theory | Statement: [liberation theology, influencedBy, dependency theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: dependency theory Context triple: [liberation theology, influencedBy, dependency theory]
-
A.
Kaldorian cumulative causation
Kaldorian cumulative causation is an economic theory proposing that growth and industrial development are driven by self-reinforcing feedback loops, where initial advantages in productivity, demand, or exports lead to further gains and regional divergence.
-
B.
Power and Interdependence
Power and Interdependence is a foundational work in international relations theory that develops the concept of complex interdependence to explain how international institutions, economic ties, and non-state actors shape global politics beyond traditional power politics.
-
C.
The Theory of Economic Development
The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural change.
-
D.
Washington Consensus
The Washington Consensus is a set of market-oriented economic policy prescriptions—emphasizing liberalization, privatization, and fiscal discipline—promoted by institutions like the IMF and World Bank for developing countries from the late 20th century onward.
-
E.
Ricardian equivalence
Ricardian equivalence is an economic theory proposing that consumers anticipate future taxes implied by government borrowing and therefore adjust their saving so that deficit-financed tax cuts do not affect overall demand.
- 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: dependency theory Triple: [liberation theology, influencedBy, dependency theory]
Generated description
Dependency theory is a social science approach that explains global inequality by arguing that wealthier "core" countries maintain their prosperity by structurally exploiting and underdeveloping poorer "peripheral" nations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: dependency theory Target entity description: Dependency theory is a social science approach that explains global inequality by arguing that wealthier "core" countries maintain their prosperity by structurally exploiting and underdeveloping poorer "peripheral" nations.
-
A.
Kaldorian cumulative causation
Kaldorian cumulative causation is an economic theory proposing that growth and industrial development are driven by self-reinforcing feedback loops, where initial advantages in productivity, demand, or exports lead to further gains and regional divergence.
-
B.
Power and Interdependence
Power and Interdependence is a foundational work in international relations theory that develops the concept of complex interdependence to explain how international institutions, economic ties, and non-state actors shape global politics beyond traditional power politics.
-
C.
The Theory of Economic Development
The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural change.
-
D.
Washington Consensus
The Washington Consensus is a set of market-oriented economic policy prescriptions—emphasizing liberalization, privatization, and fiscal discipline—promoted by institutions like the IMF and World Bank for developing countries from the late 20th century onward.
-
E.
Ricardian equivalence
Ricardian equivalence is an economic theory proposing that consumers anticipate future taxes implied by government borrowing and therefore adjust their saving so that deficit-financed tax cuts do not affect overall demand.
- 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_69a8871040f08190aac2e2d0ab6b47ad |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abbb0495d0819097dc936540743b74 |
completed | March 7, 2026, 5:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae30748a7c81908ab3e08b7aa9900a |
completed | March 9, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69ae3197794c81908530b26fcb8a4a77 |
completed | March 9, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31f65444819090c2af22c21ec3e1 |
completed | March 9, 2026, 2:35 a.m. |
Created at: March 4, 2026, 7:43 p.m.