Triple
T11269983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations? |
E266785
|
entity |
| Predicate | researchQuestion |
P98849
|
FINISHED |
| Object | Do technology shocks explain aggregate fluctuations? |
—
|
LITERAL 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: Do technology shocks explain aggregate fluctuations? | Statement: [Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations?, researchQuestion, Do technology shocks explain aggregate fluctuations?]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: researchQuestion Context triple: [Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations?, researchQuestion, Do technology shocks explain aggregate fluctuations?]
-
A.
researchTopic
Indicates that a subject conducts or focuses research on a particular topic or area of study.
-
B.
researchValue
Indicates that something is considered useful, important, or relevant for research or scholarly investigation.
-
C.
coResearcher
Indicates that two or more individuals collaborate as peers on the same research work or project.
-
D.
researchModel
Indicates that an entity systematically investigates, develops, or analyzes a model as part of a research process.
-
E.
researchContext
Indicates the situational, methodological, or thematic setting within which a particular piece of research is conducted or interpreted.
- F. None of above. chosen
Provenance (4 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_69d6aac8c2f48190ad0596f1f89f0470 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9506204819089dc0827483bd948 |
completed | April 9, 2026, 6 p.m. |
| PD | Predicate disambiguation | batch_69d7879bc56c8190b2e8d2193f29de05 |
completed | April 9, 2026, 11:03 a.m. |
| PDg | Predicate description generation | batch_69d796cf74308190a5b29d0dd82954a2 |
completed | April 9, 2026, 12:08 p.m. |
Created at: April 8, 2026, 9:31 p.m.