Triple
T15934949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lebanon County |
E386417
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Millcreek Township
Millcreek Township is a rural municipality located in Lebanon County, Pennsylvania, known for its agricultural landscape and small-community character.
|
E1185811
|
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: Millcreek Township | Statement: [Lebanon County, hasTownship, Millcreek Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millcreek Township Context triple: [Lebanon County, hasTownship, Millcreek Township]
-
A.
Millcreek Township
Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
-
B.
Hempfield Township
Hempfield Township is a large suburban municipality in southwestern Pennsylvania that serves as the primary population and commercial center of Westmoreland County.
-
C.
Mahoning Township
Mahoning Township is a municipal township located in Lawrence County in western Pennsylvania, United States.
-
D.
White Township
White Township is a rural municipality in Warren County, New Jersey, known for its small-town character and scenic landscapes.
-
E.
Rock Township
Rock Township is a civil township located in the U.S. state of Minnesota.
- 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: Millcreek Township Triple: [Lebanon County, hasTownship, Millcreek Township]
Generated description
Millcreek Township is a rural municipality located in Lebanon County, Pennsylvania, known for its agricultural landscape and small-community character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millcreek Township Target entity description: Millcreek Township is a rural municipality located in Lebanon County, Pennsylvania, known for its agricultural landscape and small-community character.
-
A.
Millcreek Township
Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
-
B.
Hempfield Township
Hempfield Township is a large suburban municipality in southwestern Pennsylvania that serves as the primary population and commercial center of Westmoreland County.
-
C.
Mahoning Township
Mahoning Township is a municipal township located in Lawrence County in western Pennsylvania, United States.
-
D.
White Township
White Township is a rural municipality in Warren County, New Jersey, known for its small-town character and scenic landscapes.
-
E.
Rock Township
Rock Township is a civil township located in the U.S. state of Minnesota.
- 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_69ffbe727c348190907c9e7a5db6031d |
completed | May 9, 2026, 11:08 p.m. |
| NEDg | Description generation | batch_69ffbf3e80b08190899262a9d03c0e93 |
completed | May 9, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffbfc0d1548190b7d2e9e10e837f0b |
completed | May 9, 2026, 11:14 p.m. |
Created at: April 10, 2026, 4:53 a.m.