Triple
T7573101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tulpehocken Creek |
E179293
|
entity |
| Predicate | hasNearbyCountySeat |
P56326
|
FINISHED |
| Object | Lebanon, Pennsylvania |
E194023
|
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: Lebanon, Pennsylvania | Statement: [Tulpehocken Creek, hasNearbyCountySeat, Lebanon, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lebanon, Pennsylvania Context triple: [Tulpehocken Creek, hasNearbyCountySeat, Lebanon, Pennsylvania]
-
A.
Lebanon, Pennsylvania
chosen
Lebanon, Pennsylvania is a small city in Lebanon County that serves as a regional hub for agriculture, manufacturing, and local commerce in south-central Pennsylvania.
-
B.
Luzerne, Pennsylvania
Luzerne, Pennsylvania is a small borough in Luzerne County that forms part of the urbanized Wyoming Valley region near Wilkes-Barre.
-
C.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
D.
Wyomissing, Pennsylvania
Wyomissing, Pennsylvania is a suburban borough in Berks County known for its residential character and role as a corporate hub in the Reading metropolitan area.
-
E.
Pulaski, Pennsylvania
Pulaski, Pennsylvania is a small unincorporated community in Lawrence County known for its rural character within western Pennsylvania.
- 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: hasNearbyCountySeat Context triple: [Tulpehocken Creek, hasNearbyCountySeat, Lebanon, Pennsylvania]
-
A.
hasNearbyCounty
Indicates that one county is geographically close to or directly adjacent to another county.
-
B.
nearestCountySeat
chosen
Indicates that one location is the closest county seat geographically to another location.
-
C.
isInCountySeatOf
Indicates that one entity is located within the town or city that serves as the administrative center (county seat) of a specified county.
-
D.
containsCountySeat
Indicates that one administrative region or area includes within its boundaries the designated county seat location of a county.
-
E.
hasCountySeatRelation
Indicates that a specific place serves as the county seat (administrative center) of a particular county.
- 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_69c69f316e50819081a271c85c06f918 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f94710a0819094508356b8d610ab |
completed | March 27, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a20bb4708190af7bc67db7c108b3 |
completed | March 29, 2026, 3:52 a.m. |
| PD | Predicate disambiguation | batch_69c6f4de77048190b8769e717fdcf8e7 |
completed | March 27, 2026, 9:21 p.m. |
Created at: March 27, 2026, 3:51 p.m.