Triple
T16283265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County |
E395321
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Plainfield Township
Plainfield Township is a municipal township located in Northampton County in eastern Pennsylvania, United States.
|
E1203383
|
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: Plainfield Township | Statement: [Northampton County, containsTownship, Plainfield Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plainfield Township Context triple: [Northampton County, containsTownship, Plainfield Township]
-
A.
Springfield Township
Springfield Township is the name shared by multiple municipal townships in Pennsylvania, each functioning as a local government unit within its respective county.
-
B.
Brookfield Township
Brookfield Township is a civil township located in Clinton County, Iowa, United States.
-
C.
Niles Township
Niles Township is a suburban area in Cook County, Illinois, encompassing several communities just north of Chicago and served by Niles Township High School District 219.
-
D.
Elmhurst Township
Elmhurst Township is a small municipality located in northeastern Pennsylvania, United States.
-
E.
Bloomfield Township
Bloomfield Township is a rural civil township located in Clinton County in the eastern part of the U.S. state of Iowa.
- 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: Plainfield Township Triple: [Northampton County, containsTownship, Plainfield Township]
Generated description
Plainfield Township is a municipal township located in Northampton County in eastern Pennsylvania, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Plainfield Township Target entity description: Plainfield Township is a municipal township located in Northampton County in eastern Pennsylvania, United States.
-
A.
Springfield Township
Springfield Township is the name shared by multiple municipal townships in Pennsylvania, each functioning as a local government unit within its respective county.
-
B.
Brookfield Township
Brookfield Township is a civil township located in Clinton County, Iowa, United States.
-
C.
Niles Township
Niles Township is a suburban area in Cook County, Illinois, encompassing several communities just north of Chicago and served by Niles Township High School District 219.
-
D.
Elmhurst Township
Elmhurst Township is a small municipality located in northeastern Pennsylvania, United States.
-
E.
Bloomfield Township
Bloomfield Township is a rural civil township located in Clinton County in the eastern part of the U.S. state of Iowa.
- 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_6a0017c6b72081908a21e5099f463b62 |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a001876efb081909c0940ebcf265f15 |
completed | May 10, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0018f6de84819087b8e97b0400c77d |
completed | May 10, 2026, 5:34 a.m. |
Created at: April 10, 2026, 5:05 a.m.