Triple
T16045567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Blanc, Michigan |
E389208
|
entity |
| Predicate | hasTransportationAccess |
P1298
|
FINISHED |
| Object |
Saginaw Road
Saginaw Road is a major thoroughfare in Grand Blanc, Michigan, serving as a key commercial and transportation corridor through the area.
|
E1191245
|
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: Saginaw Road | Statement: [Grand Blanc, Michigan, hasTransportationAccess, Saginaw Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saginaw Road Context triple: [Grand Blanc, Michigan, hasTransportationAccess, Saginaw Road]
-
A.
Livonia Avenue
Livonia Avenue is a street in Brooklyn, New York City, that runs through several neighborhoods including Brownsville and East New York.
-
B.
Lorain Road
Lorain Road is a major thoroughfare in the Cleveland, Ohio metropolitan area that serves as a key commercial and commuter route through suburbs such as Fairview Park.
-
C.
Huron Avenue
Huron Avenue is a street in Cambridge, Massachusetts, that runs through residential neighborhoods near Fresh Pond and connects with several major local roads.
-
D.
Huron River Drive
Huron River Drive is a roadway in Huron Township, Michigan, that runs along portions of the Huron River and serves as a key local transportation route.
-
E.
Hook Road
Hook Road is a local road in the Borough of Epsom and Ewell in Surrey, England, serving residential areas and providing access to nearby amenities.
- 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: Saginaw Road Triple: [Grand Blanc, Michigan, hasTransportationAccess, Saginaw Road]
Generated description
Saginaw Road is a major thoroughfare in Grand Blanc, Michigan, serving as a key commercial and transportation corridor through the area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saginaw Road Target entity description: Saginaw Road is a major thoroughfare in Grand Blanc, Michigan, serving as a key commercial and transportation corridor through the area.
-
A.
Livonia Avenue
Livonia Avenue is a street in Brooklyn, New York City, that runs through several neighborhoods including Brownsville and East New York.
-
B.
Lorain Road
Lorain Road is a major thoroughfare in the Cleveland, Ohio metropolitan area that serves as a key commercial and commuter route through suburbs such as Fairview Park.
-
C.
Huron Avenue
Huron Avenue is a street in Cambridge, Massachusetts, that runs through residential neighborhoods near Fresh Pond and connects with several major local roads.
-
D.
Huron River Drive
Huron River Drive is a roadway in Huron Township, Michigan, that runs along portions of the Huron River and serves as a key local transportation route.
-
E.
Hook Road
Hook Road is a local road in the Borough of Epsom and Ewell in Surrey, England, serving residential areas and providing access to nearby amenities.
- 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1835dd9a0819087e362cf5770232a |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbdbcf248190b7122d61d857e806 |
completed | May 10, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69ffdcdb551c8190b367407b749314e8 |
completed | May 10, 2026, 1:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffddbfaf088190a644e7898f995c1d |
completed | May 10, 2026, 1:22 a.m. |
Created at: April 10, 2026, 4:56 a.m.