Triple
T5816007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valley Township, Allegan County, Michigan |
E128986
|
entity |
| Predicate | hasOfficialName |
P66
|
FINISHED |
| Object |
Valley Township, Allegan County, Michigan
Valley Township, Allegan County, Michigan is a civil township located in Allegan County in the U.S. state of Michigan.
|
E546669
|
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: Valley Township, Allegan County, Michigan | Statement: [Valley Township, Allegan County, Michigan, hasOfficialName, Valley Township, Allegan County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valley Township, Allegan County, Michigan Context triple: [Valley Township, Allegan County, Michigan, hasOfficialName, Valley Township, Allegan County, Michigan]
-
A.
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.
-
B.
Salem Township, Allegan County, Michigan
Salem Township is a rural civil township located in Allegan County in the U.S. state of Michigan.
-
C.
Trowbridge Township, Allegan County, Michigan
Trowbridge Township, Allegan County, Michigan is a civil township located in southwestern Michigan, known for its rural character and proximity to the city of Allegan.
-
D.
Wayland Township, Allegan County, Michigan
Wayland Township, Allegan County, Michigan is a civil township in western Michigan known for its mix of rural residential areas, agricultural land, and proximity to the city of Wayland and regional transportation routes.
-
E.
Manlius Township, Allegan County, Michigan
Manlius Township is a rural civil township in Allegan County, Michigan, known for its agricultural landscape and small-community character in the western 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: Valley Township, Allegan County, Michigan Triple: [Valley Township, Allegan County, Michigan, hasOfficialName, Valley Township, Allegan County, Michigan]
Generated description
Valley Township, Allegan County, Michigan is a civil township located in Allegan County in the U.S. state of Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valley Township, Allegan County, Michigan Target entity description: Valley Township, Allegan County, Michigan is a civil township located in Allegan County in the U.S. state of Michigan.
-
A.
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.
-
B.
Salem Township, Allegan County, Michigan
Salem Township is a rural civil township located in Allegan County in the U.S. state of Michigan.
-
C.
Trowbridge Township, Allegan County, Michigan
Trowbridge Township, Allegan County, Michigan is a civil township located in southwestern Michigan, known for its rural character and proximity to the city of Allegan.
-
D.
Wayland Township, Allegan County, Michigan
Wayland Township, Allegan County, Michigan is a civil township in western Michigan known for its mix of rural residential areas, agricultural land, and proximity to the city of Wayland and regional transportation routes.
-
E.
Manlius Township, Allegan County, Michigan
Manlius Township is a rural civil township in Allegan County, Michigan, known for its agricultural landscape and small-community character in the western 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_69c0084869e881908d7859492183ca7b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0336344148190bcf417c0b9617cb9 |
completed | March 22, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c098504c68819089eff37ea1fa0979 |
completed | March 23, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c098d936d081909d930fc8b6b3fd67 |
completed | March 23, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c09943deec819085992c4e44050a34 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:53 p.m.