Triple
T5712181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Global Development and Environment Institute at Tufts University |
E125933
|
entity |
| Predicate | hasPublicationSeries |
P42145
|
FINISHED |
| Object | GDAE working papers |
E125934
|
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: GDAE working papers | Statement: [Global Development and Environment Institute at Tufts University, hasPublicationSeries, GDAE working papers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GDAE working papers Context triple: [Global Development and Environment Institute at Tufts University, hasPublicationSeries, GDAE working papers]
-
A.
GDAE
chosen
GDAE (the Global Development and Environment Institute at Tufts University) is a research center focused on interdisciplinary studies of economics, environment, and social justice.
-
B.
AEA Papers and Proceedings
AEA Papers and Proceedings is an annual scholarly publication of the American Economic Association that features selected papers and discussions from its annual meetings, highlighting current research and policy debates in economics.
-
C.
GDA
GDA is a Polish vehicle registration code assigned to cars registered in the Pomeranian Voivodeship, specifically associated with the Gdańsk area.
-
D.
Activity Analysis of Production and Allocation
"Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
-
E.
American Economic Journal: Applied Economics
American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
- 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.