Triple
T2450950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livonia, Michigan |
E53701
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object |
Middlebelt Road
Middlebelt Road is a major north–south thoroughfare in the Detroit metropolitan area that runs through communities including Livonia, Michigan.
|
E446486
|
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: Middlebelt Road | Statement: [Livonia, Michigan, hasMajorRoad, Middlebelt Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middlebelt Road Context triple: [Livonia, Michigan, hasMajorRoad, Middlebelt Road]
-
A.
Davison Road
Davison Road is a scenic access road in Northern California that leads through coastal forest to the remote shoreline of Gold Bluffs Beach in Prairie Creek Redwoods State Park.
-
B.
Homestead Road
Homestead Road is a notable thoroughfare that lends its name to Homestead High School and serves as a key local landmark in its area.
-
C.
Shepherd Parkway
Shepherd Parkway is a wooded national park area in Washington, D.C., known for its Civil War-era fort sites, forested trails, and protection of urban green space.
-
D.
Dane Road
Dane Road is a tram stop on Greater Manchester’s Metrolink network, located in the Trafford area near Sale.
-
E.
Parks Road
Parks Road is a major street in central Oxford, England, running through the university area and lined with prominent academic buildings and museums.
- 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: Middlebelt Road Triple: [Livonia, Michigan, hasMajorRoad, Middlebelt Road]
Generated description
Middlebelt Road is a major north–south thoroughfare in the Detroit metropolitan area that runs through communities including Livonia, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middlebelt Road Target entity description: Middlebelt Road is a major north–south thoroughfare in the Detroit metropolitan area that runs through communities including Livonia, Michigan.
-
A.
Davison Road
Davison Road is a scenic access road in Northern California that leads through coastal forest to the remote shoreline of Gold Bluffs Beach in Prairie Creek Redwoods State Park.
-
B.
Homestead Road
Homestead Road is a notable thoroughfare that lends its name to Homestead High School and serves as a key local landmark in its area.
-
C.
Shepherd Parkway
Shepherd Parkway is a wooded national park area in Washington, D.C., known for its Civil War-era fort sites, forested trails, and protection of urban green space.
-
D.
Dane Road
Dane Road is a tram stop on Greater Manchester’s Metrolink network, located in the Trafford area near Sale.
-
E.
Parks Road
Parks Road is a major street in central Oxford, England, running through the university area and lined with prominent academic buildings and museums.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f402b48190b871b2475983af7e |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd677fd8a481909455b2a02830bcc6 |
completed | March 20, 2026, 3:28 p.m. |
| NEDg | Description generation | batch_69bd686cdddc819096cd8c15756803bf |
completed | March 20, 2026, 3:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd68d87d948190b5dc108b731149cb |
completed | March 20, 2026, 3:33 p.m. |
Created at: March 6, 2026, 9:43 p.m.