Triple
T12846070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillsdale County, Michigan |
E307178
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Litchfield, Michigan
Litchfield, Michigan is a small city in southern Michigan known for its rural character and tight-knit community.
|
E1450726
|
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: Litchfield, Michigan | Statement: [Hillsdale County, Michigan, hasCity, Litchfield, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Litchfield, Michigan Context triple: [Hillsdale County, Michigan, hasCity, Litchfield, Michigan]
-
A.
Loomis, Michigan
Loomis, Michigan is a small unincorporated community located in rural Clare County in the central region of the state.
-
B.
Milford, Michigan
Milford, Michigan is a small village in Oakland County known for its historic downtown, parks, and proximity to the Huron River and nearby recreational areas.
-
C.
Linden, Michigan
Linden, Michigan is a small city in southeastern Genesee County known for its historic downtown and proximity to the Shiawassee River and nearby lakes.
-
D.
Kingsley, Michigan
Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse 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: Litchfield, Michigan Triple: [Hillsdale County, Michigan, hasCity, Litchfield, Michigan]
Generated description
Litchfield, Michigan is a small city in southern Michigan known for its rural character and tight-knit community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Litchfield, Michigan Target entity description: Litchfield, Michigan is a small city in southern Michigan known for its rural character and tight-knit community.
-
A.
Loomis, Michigan
Loomis, Michigan is a small unincorporated community located in rural Clare County in the central region of the state.
-
B.
Milford, Michigan
Milford, Michigan is a small village in Oakland County known for its historic downtown, parks, and proximity to the Huron River and nearby recreational areas.
-
C.
Linden, Michigan
Linden, Michigan is a small city in southeastern Genesee County known for its historic downtown and proximity to the Shiawassee River and nearby lakes.
-
D.
Kingsley, Michigan
Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse 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_69d7bdf5e7cc8190be357278bc5ba3bb |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96ff49efc8190bd6bbac510cc4705 |
completed | April 10, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08f89f26f0819083c367fd8c24428c |
completed | May 16, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_6a08f9683d6881909ce4e3e7e93b6e94 |
completed | May 16, 2026, 11:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08f9cd9ce0819085c29707c274547c |
completed | May 16, 2026, 11:12 p.m. |
Created at: April 9, 2026, 5:36 p.m.