Triple
T2420859
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Washtenaw County, Michigan |
E53413
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Chelsea, Michigan
Chelsea, Michigan is a small city in southeastern Michigan known for its historic downtown, arts and cultural scene, and proximity to Ann Arbor.
|
E321314
|
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: Chelsea, Michigan | Statement: [Washtenaw County, Michigan, contains, Chelsea, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelsea, Michigan Context triple: [Washtenaw County, Michigan, contains, Chelsea, Michigan]
-
A.
Sterling Heights, Michigan
Sterling Heights, Michigan is a large suburban city in Macomb County, part of the Detroit metropolitan area, known for its residential communities and diverse population.
-
B.
Dearborn
Dearborn is a city in the Detroit metropolitan area best known as the longtime headquarters of the Ford Motor Company and a historic center of the American automotive industry.
-
C.
Dearborn Heights, Michigan
Dearborn Heights, Michigan is a suburban city in the Detroit metropolitan area known for its residential neighborhoods, diverse population, and proximity to major regional employers and amenities.
-
D.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
-
E.
Lowell, Michigan
Lowell, Michigan is a small city in western Michigan known for its historic downtown along the Flat River and its role as a local commercial and cultural center.
- 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: Chelsea, Michigan Triple: [Washtenaw County, Michigan, contains, Chelsea, Michigan]
Generated description
Chelsea, Michigan is a small city in southeastern Michigan known for its historic downtown, arts and cultural scene, and proximity to Ann Arbor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chelsea, Michigan Target entity description: Chelsea, Michigan is a small city in southeastern Michigan known for its historic downtown, arts and cultural scene, and proximity to Ann Arbor.
-
A.
Sterling Heights, Michigan
Sterling Heights, Michigan is a large suburban city in Macomb County, part of the Detroit metropolitan area, known for its residential communities and diverse population.
-
B.
Dearborn
Dearborn is a city in the Detroit metropolitan area best known as the longtime headquarters of the Ford Motor Company and a historic center of the American automotive industry.
-
C.
Dearborn Heights, Michigan
Dearborn Heights, Michigan is a suburban city in the Detroit metropolitan area known for its residential neighborhoods, diverse population, and proximity to major regional employers and amenities.
-
D.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
-
E.
Lowell, Michigan
Lowell, Michigan is a small city in western Michigan known for its historic downtown along the Flat River and its role as a local commercial and cultural center.
- 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_69ab495c44d48190b7235b23719bc3f6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc96f97e08190978b2d873ab88859 |
completed | March 7, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1de74f20881909e69b7fba1c4abaa |
completed | March 11, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69b1e534c86c8190b600dd5eeea18de4 |
completed | March 11, 2026, 9:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e586504c81908491ab906c22999c |
completed | March 11, 2026, 9:58 p.m. |
Created at: March 6, 2026, 9:42 p.m.