Triple
T13152244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Twining Hadley |
E312494
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Economics |
E42233
|
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: Economics | Statement: [Arthur Twining Hadley, notableWork, Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economics Context triple: [Arthur Twining Hadley, notableWork, Economics]
-
A.
Home Economics
Home Economics is an American television sitcom that follows three adult siblings in different income brackets as they navigate family dynamics and financial disparities.
-
B.
Economics and Business
Economics and Business is an academic faculty focused on the study of economic systems, markets, management, and business practices.
-
C.
ECON
ECON is the European Parliament’s Committee on Economic and Monetary Affairs, responsible for overseeing EU economic policy, monetary policy, financial services regulation, and the activities of the European Central Bank.
-
D.
Economic Sciences
chosen
Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
-
E.
Principles of Economics
Principles of Economics is Carl Menger’s foundational 1871 treatise that established the Austrian School of economics and introduced the theory of marginal utility.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98bd317e0819086e383f8e4583630 |
completed | April 10, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eaeca00c8190aa5645d1084c7d60 |
completed | May 3, 2026, 6:27 a.m. |
Created at: April 9, 2026, 9:11 p.m.