Triple
T12780311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien County, Michigan |
E305487
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Royalton Township, Michigan
Royalton Township, Michigan is a civil township located in Berrien County in the southwestern part of the U.S. state of Michigan.
|
E1038672
|
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: Royalton Township, Michigan | Statement: [Berrien County, Michigan, containsTownship, Royalton Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royalton Township, Michigan Context triple: [Berrien County, Michigan, containsTownship, Royalton Township, Michigan]
-
A.
Royal Oak Township, Michigan
Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
-
B.
Newton Township, Michigan
Newton Township, Michigan is a small civil township located in Calhoun County in the south-central region of the state.
-
C.
Northville Township, Michigan
Northville Township, Michigan is a suburban charter township in southeastern Michigan known for its residential communities, parks, and proximity to the Detroit metropolitan area.
-
D.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
E.
Berrien Township, Michigan
Berrien Township, Michigan is a rural civil township in Berrien County known for its agricultural landscape and small-community character in the southwestern part of the state.
- 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: Royalton Township, Michigan Triple: [Berrien County, Michigan, containsTownship, Royalton Township, Michigan]
Generated description
Royalton Township, Michigan is a civil township located in Berrien County in the southwestern part of the U.S. state of Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royalton Township, Michigan Target entity description: Royalton Township, Michigan is a civil township located in Berrien County in the southwestern part of the U.S. state of Michigan.
-
A.
Royal Oak Township, Michigan
Royal Oak Township, Michigan is a small, predominantly residential charter township in Oakland County within the Detroit metropolitan area.
-
B.
Newton Township, Michigan
Newton Township, Michigan is a small civil township located in Calhoun County in the south-central region of the state.
-
C.
Northville Township, Michigan
Northville Township, Michigan is a suburban charter township in southeastern Michigan known for its residential communities, parks, and proximity to the Detroit metropolitan area.
-
D.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
E.
Berrien Township, Michigan
Berrien Township, Michigan is a rural civil township in Berrien County known for its agricultural landscape and small-community character in the southwestern part of the state.
- 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5a5680819095dcd491486d23e7 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7304f62288190aa7788fc6fb04254 |
completed | May 3, 2026, 11:23 a.m. |
| NEDg | Description generation | batch_69f7316101e48190b3ec59a4376a0562 |
completed | May 3, 2026, 11:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731f8e98c8190becfad8e3a371484 |
completed | May 3, 2026, 11:31 a.m. |
Created at: April 9, 2026, 5:29 p.m.