Triple
T15934947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lebanon County |
E386417
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Heidelberg Township
Heidelberg Township is a rural municipality located within Lebanon County in south-central Pennsylvania, known for its agricultural landscape and small-community character.
|
E1190124
|
NE FINISHED |
How this triple was built (4 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: Heidelberg Township | Statement: [Lebanon County, hasTownship, Heidelberg Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heidelberg Township Context triple: [Lebanon County, hasTownship, Heidelberg Township]
-
A.
Hilliard Township
Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
-
B.
Riverside Township
Riverside Township is a small New Jersey municipality in Burlington County, known historically for its industrial roots and riverside location along the Delaware River.
-
C.
Riverside Township
Riverside Township is a suburban township in Cook County, Illinois, encompassing the village of Riverside and surrounding communities just west of Chicago.
-
D.
Hanover Township
Hanover Township is a local governmental subdivision in Cook County, Illinois, providing municipal and social services to residents in several northwest suburban communities.
-
E.
Hanover Township
Hanover Township is a municipality in northeastern Pennsylvania that forms part of the Wyoming Valley near the city of Wilkes-Barre.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Heidelberg Township Triple: [Lebanon County, hasTownship, Heidelberg Township]
Generated description
Heidelberg Township is a rural municipality located within Lebanon County in south-central Pennsylvania, known for its agricultural landscape and small-community character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heidelberg Township Target entity description: Heidelberg Township is a rural municipality located within Lebanon County in south-central Pennsylvania, known for its agricultural landscape and small-community character.
-
A.
Hilliard Township
Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
-
B.
Riverside Township
Riverside Township is a small New Jersey municipality in Burlington County, known historically for its industrial roots and riverside location along the Delaware River.
-
C.
Riverside Township
Riverside Township is a suburban township in Cook County, Illinois, encompassing the village of Riverside and surrounding communities just west of Chicago.
-
D.
Hanover Township
Hanover Township is a local governmental subdivision in Cook County, Illinois, providing municipal and social services to residents in several northwest suburban communities.
-
E.
Hanover Township
Hanover Township is a municipality in northeastern Pennsylvania that forms part of the Wyoming Valley near the city of Wilkes-Barre.
- F. None of above. chosen
Provenance (5 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156a8bbf48190ad10011e7eb0c6a9 |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf14ab088190b1d2f1f6b18bf85d |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffcfda86788190a62d0ebd3d6d78a0 |
completed | May 10, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd3663d2c81908b16dff405f26360 |
completed | May 10, 2026, 12:37 a.m. |
Created at: April 10, 2026, 4:53 a.m.