Triple
T10519986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston County, Michigan |
E248139
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Marion Township, Michigan
Marion Township, Michigan is a civil township located in Livingston County that forms part of the greater Detroit metropolitan region.
|
E868552
|
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: Marion Township, Michigan | Statement: [Livingston County, Michigan, hasTownship, Marion Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marion Township, Michigan Context triple: [Livingston County, Michigan, hasTownship, Marion Township, Michigan]
-
A.
Marquette Township, Michigan
Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
-
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.
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.
-
D.
Green Township, Michigan
Green Township, Michigan is a civil township located in Mecosta County in the U.S. state of Michigan.
-
E.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
- 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: Marion Township, Michigan Triple: [Livingston County, Michigan, hasTownship, Marion Township, Michigan]
Generated description
Marion Township, Michigan is a civil township located in Livingston County that forms part of the greater Detroit metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marion Township, Michigan Target entity description: Marion Township, Michigan is a civil township located in Livingston County that forms part of the greater Detroit metropolitan region.
-
A.
Marquette Township, Michigan
Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
-
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.
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.
-
D.
Green Township, Michigan
Green Township, Michigan is a civil township located in Mecosta County in the U.S. state of Michigan.
-
E.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
- 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_69d90e063e948190b2f7cbae05d9ea61 |
completed | April 10, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_69d9107dc8448190998c4044f68a775e |
completed | April 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d911e7d2dc8190a67b2513607fdf98 |
completed | April 10, 2026, 3:06 p.m. |
Created at: April 6, 2026, 12:28 p.m.