Triple
T894946
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allegan County |
E19322
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Valley Township
Valley Township is a small local governmental subdivision located within Allegan County in the U.S. state of Michigan.
|
E128986
|
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 | Statement: [Allegan County, contains, Valley Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valley Township Context triple: [Allegan County, contains, Valley Township]
-
A.
Dorr Township
Dorr Township is a civil township and primarily rural community located in Allegan County in the U.S. state of Michigan.
-
B.
Trowbridge Township
Trowbridge Township is a civil township located within Allegan County in the U.S. state of Michigan.
-
C.
Lawrence Township
Lawrence Township is a suburban municipality in Mercer County, New Jersey, known for its residential communities, shopping centers, and proximity to Princeton.
-
D.
Ganges Township
Ganges Township is a rural civil township in Allegan County, Michigan, known for its agricultural landscape and proximity to the Lake Michigan shoreline.
-
E.
Salem Township
Salem Township is a local civil township located within Allegan County in the U.S. state of Michigan.
- 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 Triple: [Allegan County, contains, Valley Township]
Generated description
Valley Township is a small local governmental subdivision located within Allegan County in the U.S. state of Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valley Township Target entity description: Valley Township is a small local governmental subdivision located within Allegan County in the U.S. state of Michigan.
-
A.
Dorr Township
Dorr Township is a civil township and primarily rural community located in Allegan County in the U.S. state of Michigan.
-
B.
Trowbridge Township
Trowbridge Township is a civil township located within Allegan County in the U.S. state of Michigan.
-
C.
Lawrence Township
Lawrence Township is a suburban municipality in Mercer County, New Jersey, known for its residential communities, shopping centers, and proximity to Princeton.
-
D.
Ganges Township
Ganges Township is a rural civil township in Allegan County, Michigan, known for its agricultural landscape and proximity to the Lake Michigan shoreline.
-
E.
Salem Township
Salem Township is a local civil township located within Allegan County in the U.S. state of Michigan.
- 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_69a4939d37188190848be3d426ebc9ae |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ad22b6fc819093e655c8ce1f738b |
completed | March 1, 2026, 9:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac537700548190aa8ead8c966eb329 |
completed | March 7, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69ac55dbc1888190be7899f0e303e8a2 |
completed | March 7, 2026, 4:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac56488f4c819097adf85a5ed28818 |
completed | March 7, 2026, 4:46 p.m. |
Created at: March 1, 2026, 7:39 p.m.