Triple
T12640344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Rapids metropolitan area |
E301877
|
entity |
| Predicate | principalCity |
P3940
|
FINISHED |
| Object |
Byron Center, Michigan
Byron Center, Michigan is a suburban community in Kent County known for its family-friendly neighborhoods, strong schools, and proximity to Grand Rapids.
|
E994763
|
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: Byron Center, Michigan | Statement: [Grand Rapids metropolitan area, principalCity, Byron Center, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byron Center, Michigan Context triple: [Grand Rapids metropolitan area, principalCity, Byron Center, Michigan]
-
A.
Byron Township, Michigan
Byron Township, Michigan is a suburban community in Kent County located just south of Grand Rapids, known for its mix of residential neighborhoods, commercial development, and light industry.
-
B.
Bellevue, Michigan
Bellevue, Michigan is a small rural village in south-central Michigan known for its historic charm and tight-knit community.
-
C.
Bangor, Michigan
Bangor, Michigan is a small city in southwestern Michigan known for its agricultural surroundings and role as a local community hub.
-
D.
Benzonia, Michigan
Benzonia, Michigan is a small village in northwestern Michigan known as a historic community near Crystal Lake and part of the scenic Benzie County region.
-
E.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
- 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: Byron Center, Michigan Triple: [Grand Rapids metropolitan area, principalCity, Byron Center, Michigan]
Generated description
Byron Center, Michigan is a suburban community in Kent County known for its family-friendly neighborhoods, strong schools, and proximity to Grand Rapids.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byron Center, Michigan Target entity description: Byron Center, Michigan is a suburban community in Kent County known for its family-friendly neighborhoods, strong schools, and proximity to Grand Rapids.
-
A.
Byron Township, Michigan
Byron Township, Michigan is a suburban community in Kent County located just south of Grand Rapids, known for its mix of residential neighborhoods, commercial development, and light industry.
-
B.
Bellevue, Michigan
Bellevue, Michigan is a small rural village in south-central Michigan known for its historic charm and tight-knit community.
-
C.
Bangor, Michigan
Bangor, Michigan is a small city in southwestern Michigan known for its agricultural surroundings and role as a local community hub.
-
D.
Benzonia, Michigan
Benzonia, Michigan is a small village in northwestern Michigan known as a historic community near Crystal Lake and part of the scenic Benzie County region.
-
E.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9614ae6ac8190b42acbf2b0331fda |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f668754acc8190b5585dbd35387867 |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f6697d8ac88190b4ead9ce47f3a705 |
completed | May 2, 2026, 9:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66a2da60881909b0a689821456bb4 |
completed | May 2, 2026, 9:18 p.m. |
Created at: April 9, 2026, 5:16 p.m.