Triple
T5712227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GDAE |
E125934
|
entity |
| Predicate | publishesSeries |
P40489
|
FINISHED |
| Object | Global Development and Environment Institute working papers |
E125933
|
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: Global Development and Environment Institute working papers | Statement: [GDAE, publishesSeries, Global Development and Environment Institute working papers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Global Development and Environment Institute working papers Context triple: [GDAE, publishesSeries, Global Development and Environment Institute working papers]
-
A.
Perspectives on Global Development
Perspectives on Global Development is a flagship OECD Development Centre publication that analyzes long-term global development trends and policy challenges facing emerging and developing economies.
-
B.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
-
C.
World Development Report
The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
-
D.
Department of Global Development
The Department of Global Development is an academic unit focused on research, education, and outreach related to international development, social and economic change, and sustainable livelihoods worldwide.
-
E.
Global Development and Environment Institute at Tufts University
chosen
The Global Development and Environment Institute at Tufts University is a research center focused on interdisciplinary, policy-oriented work in economics, environment, and social justice.
- 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_69c0082d6fe48190b777fb383769e5c8 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c024b386a08190bd2738d93861edc2 |
completed | March 22, 2026, 5:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a72181081909209a38c3ff7460b |
completed | March 22, 2026, 9:09 p.m. |
Created at: March 22, 2026, 3:46 p.m.