Triple
T16283263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County |
E395321
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Williams Township
Williams Township is a small, primarily residential municipality in Northampton County, Pennsylvania, known for its rural character and proximity to the Lehigh Valley metropolitan area.
|
E1208740
|
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: Williams Township | Statement: [Northampton County, containsTownship, Williams Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Williams Township Context triple: [Northampton County, containsTownship, Williams Township]
-
A.
Washington Township
Washington Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
-
B.
Washington Township
Washington Township is a suburban municipality in southern New Jersey known for its residential communities, schools, and proximity to the Philadelphia metropolitan area.
-
C.
Warren Township
Warren Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
-
D.
Peters Township
Peters Township is a suburban municipality in Washington County, Pennsylvania, known for its residential communities and proximity to the Pittsburgh metropolitan area.
-
E.
Livingston Township
Livingston Township is a suburban municipality in Essex County, New Jersey, known for its residential neighborhoods, strong public school system, and proximity to New York City.
- 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: Williams Township Triple: [Northampton County, containsTownship, Williams Township]
Generated description
Williams Township is a small, primarily residential municipality in Northampton County, Pennsylvania, known for its rural character and proximity to the Lehigh Valley metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Williams Township Target entity description: Williams Township is a small, primarily residential municipality in Northampton County, Pennsylvania, known for its rural character and proximity to the Lehigh Valley metropolitan area.
-
A.
Washington Township
Washington Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
-
B.
Washington Township
Washington Township is a suburban municipality in southern New Jersey known for its residential communities, schools, and proximity to the Philadelphia metropolitan area.
-
C.
Warren Township
Warren Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
-
D.
Peters Township
Peters Township is a suburban municipality in Washington County, Pennsylvania, known for its residential communities and proximity to the Pittsburgh metropolitan area.
-
E.
Livingston Township
Livingston Township is a suburban municipality in Essex County, New Jersey, known for its residential neighborhoods, strong public school system, and proximity to New York City.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24911f11881909c98ddf829f077e9 |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002da0a2908190923e61bdeb92567d |
completed | May 10, 2026, 7:02 a.m. |
| NEDg | Description generation | batch_6a002f46da5c81909c6e726fe89a3f81 |
completed | May 10, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003063fd748190ba42c55b008202fc |
completed | May 10, 2026, 7:14 a.m. |
Created at: April 10, 2026, 5:05 a.m.