Triple
T5403517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States congressional apportionment |
E120835
|
entity |
| Predicate | previouslyUsedMethod |
P33646
|
FINISHED |
| Object | Hamilton method |
E188687
|
NE FINISHED |
How this triple was built (3 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: Hamilton method | Statement: [United States congressional apportionment, previouslyUsedMethod, Hamilton method]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton method Context triple: [United States congressional apportionment, previouslyUsedMethod, Hamilton method]
-
A.
d’Hondt method
The d’Hondt method is a highest-averages formula used in proportional representation systems to allocate seats or posts among parties based on their share of the vote.
-
B.
Sainte-Laguë method
The Sainte-Laguë method is a highest-averages system of party-list proportional representation that allocates seats more evenly between large and small parties than the d’Hondt method.
-
C.
largest remainder method
chosen
The largest remainder method is a proportional representation electoral system that allocates seats by first assigning them according to full quotas of votes and then distributing remaining seats based on the largest leftover vote totals.
-
D.
congressional district method
The congressional district method is a system for allocating Electoral College votes in which one elector is awarded to the winner of each congressional district and the remaining two electors go to the statewide popular vote winner.
-
E.
Droop quota
The Droop quota is a mathematical threshold used in proportional representation elections to determine the minimum number of votes a candidate needs to be elected.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: previouslyUsedMethod Context triple: [United States congressional apportionment, previouslyUsedMethod, Hamilton method]
-
A.
usedBefore
Indicates that one entity was utilized or applied prior to the use or occurrence of another entity.
-
B.
hasFormerUse
Indicates that something previously served a particular function or role that it no longer has.
-
C.
usedInMethod
Indicates that something (such as a component, variable, or resource) is utilized or referenced within the execution or implementation of a particular method.
-
D.
usesMethods
chosen
Indicates that one entity employs, applies, or relies on specific methods or techniques to perform an action or achieve a result.
-
E.
previouslyUsedEngine
Indicates that an engine has been used before in a prior context or application, rather than being new or unused.
- F. None of above.
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_69bd46391c0c81909fa484446732b6a3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8932b8bc8190bd31e11b167a7212 |
completed | March 20, 2026, 5:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3388c10481908235da34ef509d37 |
completed | March 22, 2026, 12:10 a.m. |
| PD | Predicate disambiguation | batch_69bd84660ea08190a641084814fcf94d |
completed | March 20, 2026, 5:31 p.m. |
Created at: March 20, 2026, 2:04 p.m.