Triple
T19904633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland's 8th congressional district |
E478380
|
entity |
| Predicate | electorateFeature |
P16232
|
FINISHED |
| Object | high proportion of college-educated voters |
—
|
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: high proportion of college-educated voters | Statement: [Maryland's 8th congressional district, electorateFeature, high proportion of college-educated voters]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: electorateFeature Context triple: [Maryland's 8th congressional district, electorateFeature, high proportion of college-educated voters]
-
A.
electorate
Indicates that an entity functions as the body of people entitled to vote in relation to a particular political unit, office, or decision.
-
B.
electorateIncludes
Indicates that a particular electorate or voting body contains or encompasses the specified member or group as part of those entitled to participate.
-
C.
electorateCategory
Indicates the classification of an electorate or voter group into a specific category based on defined electoral or demographic criteria.
-
D.
electorateCharacteristics
chosen
Indicates the defining demographic, social, or political attributes that characterize a particular electorate.
-
E.
electorateLevel
Indicates the degree or tier of political constituency or voting body at which a decision, representation, or electoral process is defined or applied.
- F. None of above.
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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65945cc2081908224902d5f042d7a |
completed | April 20, 2026, 4:50 p.m. |
| PD | Predicate disambiguation | batch_69e537ecda248190895c96afb6243823 |
completed | April 19, 2026, 8:15 p.m. |
Created at: April 10, 2026, 1:52 p.m.