Triple
T10519978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston County, Michigan |
E248139
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Oceola Township, Michigan
Oceola Township, Michigan is a civil township in Livingston County known for its suburban-rural character and proximity to the city of Howell.
|
E879369
|
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: Oceola Township, Michigan | Statement: [Livingston County, Michigan, hasTownship, Oceola Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oceola Township, Michigan Context triple: [Livingston County, Michigan, hasTownship, Oceola Township, Michigan]
-
A.
Osceola Township, Michigan
Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
-
B.
Park Township, Michigan
Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
-
C.
Royal Oak Township, Michigan
Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
-
D.
Green Township, Michigan
Green Township, Michigan is a civil township located in Mecosta County in the U.S. state of Michigan.
-
E.
Chippewa Township, Michigan
Chippewa Township, Michigan is a rural civil township located in Mecosta County in the U.S. state of Michigan.
- 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: Oceola Township, Michigan Triple: [Livingston County, Michigan, hasTownship, Oceola Township, Michigan]
Generated description
Oceola Township, Michigan is a civil township in Livingston County known for its suburban-rural character and proximity to the city of Howell.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oceola Township, Michigan Target entity description: Oceola Township, Michigan is a civil township in Livingston County known for its suburban-rural character and proximity to the city of Howell.
-
A.
Osceola Township, Michigan
Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
-
B.
Park Township, Michigan
Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
-
C.
Royal Oak Township, Michigan
Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
-
D.
Green Township, Michigan
Green Township, Michigan is a civil township located in Mecosta County in the U.S. state of Michigan.
-
E.
Chippewa Township, Michigan
Chippewa Township, Michigan is a rural civil township located in Mecosta County in the U.S. state of Michigan.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509de0b3081909bec337aa8ff193e |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d98832b97c8190a11246e087674e57 |
completed | April 10, 2026, 11:30 p.m. |
| NEDg | Description generation | batch_69d98ae8403c81908a229aa06bd0388a |
completed | April 10, 2026, 11:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98ce9ba0c8190a7c62fa670e23705 |
completed | April 10, 2026, 11:51 p.m. |
Created at: April 6, 2026, 12:28 p.m.