Triple
T16151346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unified growth theory |
E391914
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Oded Galor
Oded Galor is an Israeli-American economist renowned for founding unified growth theory, which links long-run economic development to demographic change, technological progress, and inequality.
|
E1197995
|
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: Oded Galor | Statement: [Unified growth theory, developedBy, Oded Galor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oded Galor Context triple: [Unified growth theory, developedBy, Oded Galor]
-
A.
Daron Acemoglu
Daron Acemoglu is a prominent Turkish-American economist known for his influential work on political economy, institutions, and economic development, and as co-author of the book "Why Nations Fail."
-
B.
Elhanan Helpman
Elhanan Helpman is an Israeli economist renowned for his influential work on international trade, economic growth, and political economy.
-
C.
Michael Kremer
Michael Kremer is an American development economist and Nobel laureate known for pioneering the use of randomized controlled trials to evaluate anti-poverty programs.
-
D.
Dani Rodrik
Dani Rodrik is a prominent Turkish economist known for his influential work on globalization, economic development, and the political economy of policy reform.
-
E.
Robert J. Barro
Robert J. Barro is a prominent American macroeconomist known for his influential work on rational expectations, public debt, and economic growth.
- 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: Oded Galor Triple: [Unified growth theory, developedBy, Oded Galor]
Generated description
Oded Galor is an Israeli-American economist renowned for founding unified growth theory, which links long-run economic development to demographic change, technological progress, and inequality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oded Galor Target entity description: Oded Galor is an Israeli-American economist renowned for founding unified growth theory, which links long-run economic development to demographic change, technological progress, and inequality.
-
A.
Daron Acemoglu
Daron Acemoglu is a prominent Turkish-American economist known for his influential work on political economy, institutions, and economic development, and as co-author of the book "Why Nations Fail."
-
B.
Elhanan Helpman
Elhanan Helpman is an Israeli economist renowned for his influential work on international trade, economic growth, and political economy.
-
C.
Michael Kremer
Michael Kremer is an American development economist and Nobel laureate known for pioneering the use of randomized controlled trials to evaluate anti-poverty programs.
-
D.
Dani Rodrik
Dani Rodrik is a prominent Turkish economist known for his influential work on globalization, economic development, and the political economy of policy reform.
-
E.
Robert J. Barro
Robert J. Barro is a prominent American macroeconomist known for his influential work on rational expectations, public debt, and economic growth.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21d981950819087fdacc7879dca97 |
completed | April 17, 2026, 11:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7a9ebf08190aa21cdff051f4ba2 |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff86a556c819096bc008e1ca76e8c |
completed | May 10, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff926120081909f1042bf3a16ea10 |
completed | May 10, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:01 a.m.