Triple
T5131135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Salem Township, Allegan County, Michigan |
E115701
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Heath Township, Allegan County, Michigan
Heath Township is a civil township in Allegan County, Michigan, known as a small rural community in the western part of the state.
|
E496222
|
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: Heath Township, Allegan County, Michigan | Statement: [Salem Township, Allegan County, Michigan, borderedBy, Heath Township, Allegan County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heath Township, Allegan County, Michigan Context triple: [Salem Township, Allegan County, Michigan, borderedBy, Heath Township, Allegan County, Michigan]
-
A.
Henrietta Township, Michigan
Henrietta Township, Michigan is a rural civil township located in Jackson County in the south-central part of the state of Michigan.
-
B.
Allegan County, Michigan
Allegan County, Michigan is a county in the southwestern part of the state known for its Lake Michigan shoreline, agricultural areas, and mix of small towns and rural communities.
-
C.
Houghton Township, Michigan
Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
-
D.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
-
E.
Courtland Township, Michigan
Courtland Township, Michigan is a civil township in Kent County known for its rural residential character and proximity to the Grand Rapids 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: Heath Township, Allegan County, Michigan Triple: [Salem Township, Allegan County, Michigan, borderedBy, Heath Township, Allegan County, Michigan]
Generated description
Heath Township is a civil township in Allegan County, Michigan, known as a small rural community in the western part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heath Township, Allegan County, Michigan Target entity description: Heath Township is a civil township in Allegan County, Michigan, known as a small rural community in the western part of the state.
-
A.
Henrietta Township, Michigan
Henrietta Township, Michigan is a rural civil township located in Jackson County in the south-central part of the state of Michigan.
-
B.
Allegan County, Michigan
Allegan County, Michigan is a county in the southwestern part of the state known for its Lake Michigan shoreline, agricultural areas, and mix of small towns and rural communities.
-
C.
Houghton Township, Michigan
Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
-
D.
Watertown Township, Michigan
Watertown Township, Michigan is a civil township located in Clinton County that forms part of the Lansing–East Lansing metropolitan area.
-
E.
Courtland Township, Michigan
Courtland Township, Michigan is a civil township in Kent County known for its rural residential character and proximity to the Grand Rapids 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_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.