Triple
T19151665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Heinz |
E468821
|
entity |
| Predicate | representedDistrict |
P1239
|
FINISHED |
| Object | Pennsylvania's 18th congressional district |
E569227
|
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: Pennsylvania's 18th congressional district | Statement: [John Heinz, representedDistrict, Pennsylvania's 18th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania's 18th congressional district Context triple: [John Heinz, representedDistrict, Pennsylvania's 18th congressional district]
-
A.
Pennsylvania's 18th congressional district
chosen
Pennsylvania's 18th congressional district was a U.S. House district centered on the Pittsburgh area, historically represented by prominent lawmakers before being eliminated in the 2018 redistricting.
-
B.
Pennsylvania's 8th congressional district
Pennsylvania's 8th congressional district is a U.S. House of Representatives district in northeastern Pennsylvania that has historically included parts of the Scranton–Wilkes-Barre and Philadelphia suburban regions, and was once represented by influential abolitionist Thaddeus Stevens.
-
C.
Pennsylvania's 15th congressional district
Pennsylvania's 15th congressional district is a U.S. House of Representatives district in Pennsylvania that has historically covered a largely rural and small-city region of the state.
-
D.
Pennsylvania's 14th congressional district
Pennsylvania's 14th congressional district is a former U.S. House of Representatives district centered on the Pittsburgh area that was eliminated in the 2010s redistricting.
-
E.
Pennsylvania's 11th congressional district
Pennsylvania's 11th congressional district is a U.S. House of Representatives district in Pennsylvania historically associated with influential 19th-century congressman and abolitionist Thaddeus Stevens.
- 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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e97dc5a481909a58416126a0862d |
completed | April 20, 2026, 8:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f25476488190aa7dd874a54ecb91 |
completed | May 15, 2026, 10:15 a.m. |
Created at: April 10, 2026, 12:06 p.m.