Triple
T5702078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ann Arbor Railroad (original) |
E125687
|
entity |
| Predicate | servedCity |
P3936
|
FINISHED |
| Object |
Owosso, Michigan
Owosso, Michigan is a small industrial city in Shiawassee County known historically as a regional railroad hub and manufacturing center in central Michigan.
|
E692438
|
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: Owosso, Michigan | Statement: [Ann Arbor Railroad (original), servedCity, Owosso, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Owosso, Michigan Context triple: [Ann Arbor Railroad (original), servedCity, Owosso, Michigan]
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Utica, Michigan
Utica, Michigan is a small suburban city in Macomb County known for its historic downtown and location along the Clinton River within the Metro Detroit area.
-
C.
Oden, Michigan
Oden, Michigan is a small unincorporated community and resort area in Emmet County known for its scenic location along the northern shore of Michigan’s Lower Peninsula.
-
D.
Waverly, Michigan
Waverly, Michigan is an unincorporated community and census-designated place in the Lansing metropolitan area known primarily as a residential suburb with local schools and commercial centers.
-
E.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
- 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: Owosso, Michigan Triple: [Ann Arbor Railroad (original), servedCity, Owosso, Michigan]
Generated description
Owosso, Michigan is a small industrial city in Shiawassee County known historically as a regional railroad hub and manufacturing center in central Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Owosso, Michigan Target entity description: Owosso, Michigan is a small industrial city in Shiawassee County known historically as a regional railroad hub and manufacturing center in central Michigan.
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Utica, Michigan
Utica, Michigan is a small suburban city in Macomb County known for its historic downtown and location along the Clinton River within the Metro Detroit area.
-
C.
Oden, Michigan
Oden, Michigan is a small unincorporated community and resort area in Emmet County known for its scenic location along the northern shore of Michigan’s Lower Peninsula.
-
D.
Waverly, Michigan
Waverly, Michigan is an unincorporated community and census-designated place in the Lansing metropolitan area known primarily as a residential suburb with local schools and commercial centers.
-
E.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
- 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_69c0082c96988190b3a6a201edce472a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0245581988190a819b8137533ed31 |
completed | March 22, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ca293158d4819091918490eec7eb5b |
completed | March 30, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69ca2a1960bc81908f7ce7cf45bf08e2 |
completed | March 30, 2026, 7:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ca2aae21688190bf04df7a43935420 |
completed | March 30, 2026, 7:47 a.m. |
Created at: March 22, 2026, 3:45 p.m.