Triple
T5241950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barry County |
E118363
|
entity |
| Predicate | hasCountySeat |
P383
|
FINISHED |
| Object |
Hastings, Michigan
Hastings, Michigan is a small city in southwestern Michigan known for its historic downtown, community events, and role as a regional service and cultural center.
|
E691300
|
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: Hastings, Michigan | Statement: [Barry County, hasCountySeat, Hastings, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hastings, Michigan Context triple: [Barry County, hasCountySeat, Hastings, Michigan]
-
A.
Hart, Michigan
Hart, Michigan is a small city in western Michigan that serves as the administrative and commercial hub of rural Oceana County.
-
B.
Hanover, Michigan
Hanover, Michigan is a small rural village in south-central Michigan known for its close-knit community and location within Jackson County.
-
C.
Holt, Michigan
Holt, Michigan is an unincorporated community and census-designated place near Lansing known as a suburban residential area with its own schools and local businesses.
-
D.
Harvey, Michigan
Harvey, Michigan is a small unincorporated community and census-designated place in Michigan’s Upper Peninsula, located just southeast of the city of Marquette along the Lake Superior shoreline.
-
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: Hastings, Michigan Triple: [Barry County, hasCountySeat, Hastings, Michigan]
Generated description
Hastings, Michigan is a small city in southwestern Michigan known for its historic downtown, community events, and role as a regional service and cultural center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hastings, Michigan Target entity description: Hastings, Michigan is a small city in southwestern Michigan known for its historic downtown, community events, and role as a regional service and cultural center.
-
A.
Hart, Michigan
Hart, Michigan is a small city in western Michigan that serves as the administrative and commercial hub of rural Oceana County.
-
B.
Hanover, Michigan
Hanover, Michigan is a small rural village in south-central Michigan known for its close-knit community and location within Jackson County.
-
C.
Holt, Michigan
Holt, Michigan is an unincorporated community and census-designated place near Lansing known as a suburban residential area with its own schools and local businesses.
-
D.
Harvey, Michigan
Harvey, Michigan is a small unincorporated community and census-designated place in Michigan’s Upper Peninsula, located just southeast of the city of Marquette along the Lake Superior shoreline.
-
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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b4c6fa8819099442b1b110e51fb |
completed | March 20, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9765b3c5081908c3114271b5d3e15 |
completed | March 29, 2026, 6:58 p.m. |
| NEDg | Description generation | batch_69c977c497ac8190a6689565d7104afd |
completed | March 29, 2026, 7:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c977f2d7248190814fa90eab881688 |
completed | March 29, 2026, 7:05 p.m. |
Created at: March 20, 2026, 1:49 p.m.