Triple
T5131132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Salem Township, Allegan County, Michigan |
E115701
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Leighton Township, Allegan County, Michigan
Leighton Township, Allegan County, Michigan is a rural civil township in southwestern Michigan known for its mix of farmland, residential communities, and small-town character within the Grand Rapids metropolitan area.
|
E496219
|
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: Leighton Township, Allegan County, Michigan | Statement: [Salem Township, Allegan County, Michigan, borderedBy, Leighton Township, Allegan County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leighton Township, Allegan County, Michigan Context triple: [Salem Township, Allegan County, Michigan, borderedBy, Leighton Township, Allegan County, Michigan]
-
A.
Leoni Township, Michigan
Leoni Township, Michigan is a civil township in Jackson County known for its mix of rural landscapes, residential communities, and several lakes in south-central Michigan.
-
B.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
C.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
-
D.
Northfield Township, Michigan
Northfield Township, Michigan is a primarily rural residential community in southeastern Michigan known for its lakes, parks, and proximity to the city of Ann Arbor.
-
E.
Lodi Township, Michigan
Lodi Township, Michigan is a rural civil township located in Washtenaw County known for its agricultural landscape and proximity to the city of Ann Arbor.
- 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: Leighton Township, Allegan County, Michigan Triple: [Salem Township, Allegan County, Michigan, borderedBy, Leighton Township, Allegan County, Michigan]
Generated description
Leighton Township, Allegan County, Michigan is a rural civil township in southwestern Michigan known for its mix of farmland, residential communities, and small-town character within the Grand Rapids metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leighton Township, Allegan County, Michigan Target entity description: Leighton Township, Allegan County, Michigan is a rural civil township in southwestern Michigan known for its mix of farmland, residential communities, and small-town character within the Grand Rapids metropolitan area.
-
A.
Leoni Township, Michigan
Leoni Township, Michigan is a civil township in Jackson County known for its mix of rural landscapes, residential communities, and several lakes in south-central Michigan.
-
B.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
C.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
-
D.
Northfield Township, Michigan
Northfield Township, Michigan is a primarily rural residential community in southeastern Michigan known for its lakes, parks, and proximity to the city of Ann Arbor.
-
E.
Lodi Township, Michigan
Lodi Township, Michigan is a rural civil township located in Washtenaw County known for its agricultural landscape and proximity to the city of Ann Arbor.
- 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_69bd444426bc819099ccd23f141e22aa |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd782904788190b544540483915c0e |
completed | March 20, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4c626a48190b2fd81b88b5a59cc |
completed | March 21, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69bec6728eac81908b795a7ce55f40b2 |
completed | March 21, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec7895aac81908dd6388c05abb75e |
completed | March 21, 2026, 4:30 p.m. |
Created at: March 20, 2026, 1:42 p.m.