Triple
T16752463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spring Arbor Township, Michigan |
E407116
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Spring Arbor, Michigan
Spring Arbor, Michigan is an unincorporated community in Jackson County best known as the home of Spring Arbor University and its small-town, rural character.
|
E407116
|
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: Spring Arbor, Michigan | Statement: [Spring Arbor Township, Michigan, hasUnincorporatedCommunity, Spring Arbor, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Arbor, Michigan Context triple: [Spring Arbor Township, Michigan, hasUnincorporatedCommunity, Spring Arbor, Michigan]
-
A.
Spring Arbor Township, Michigan
Spring Arbor Township, Michigan is a civil township in south-central Michigan known for its small-town character and proximity to the city of Jackson.
-
B.
Springfield, Michigan
Springfield, Michigan is a small city in southern Michigan that functions largely as a residential and commercial suburb of nearby Battle Creek.
-
C.
Athens, Michigan
Athens, Michigan is a small village in southern Michigan known for its rural character and location within the Battle Creek metropolitan area.
-
D.
Hamilton, Michigan
Hamilton, Michigan is a small unincorporated community and census-designated place in Allegan County known for its rural character and agricultural surroundings.
-
E.
Ann Arbor Charter Township, Michigan
Ann Arbor Charter Township, Michigan is a semi-rural charter township adjacent to the city of Ann Arbor, known for its mix of residential areas, open space, and research and technology facilities.
- 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: Spring Arbor, Michigan Triple: [Spring Arbor Township, Michigan, hasUnincorporatedCommunity, Spring Arbor, Michigan]
Generated description
Spring Arbor, Michigan is an unincorporated community in Jackson County best known as the home of Spring Arbor University and its small-town, rural character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Arbor, Michigan Target entity description: Spring Arbor, Michigan is an unincorporated community in Jackson County best known as the home of Spring Arbor University and its small-town, rural character.
-
A.
Spring Arbor Township, Michigan
chosen
Spring Arbor Township, Michigan is a civil township in south-central Michigan known for its small-town character and proximity to the city of Jackson.
-
B.
Springfield, Michigan
Springfield, Michigan is a small city in southern Michigan that functions largely as a residential and commercial suburb of nearby Battle Creek.
-
C.
Athens, Michigan
Athens, Michigan is a small village in southern Michigan known for its rural character and location within the Battle Creek metropolitan area.
-
D.
Hamilton, Michigan
Hamilton, Michigan is a small unincorporated community and census-designated place in Allegan County known for its rural character and agricultural surroundings.
-
E.
Ann Arbor Charter Township, Michigan
Ann Arbor Charter Township, Michigan is a semi-rural charter township adjacent to the city of Ann Arbor, known for its mix of residential areas, open space, and research and technology facilities.
- F. None of above.
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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3aa282bb08190992c9b61caa7a345 |
completed | April 18, 2026, 3:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c798389c8190aa9865d9aa746da5 |
completed | May 10, 2026, 5:59 p.m. |
| NEDg | Description generation | batch_6a00c81185748190aa0652214a22d11b |
completed | May 10, 2026, 6:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c8aa5aac8190be5f79f992c8a0ec |
completed | May 10, 2026, 6:04 p.m. |
Created at: April 10, 2026, 5:21 a.m.