Triple
T2450939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livonia, Michigan |
E53701
|
entity |
| Predicate | hasShoppingCenter |
P1495
|
FINISHED |
| Object |
Livonia Marketplace
Livonia Marketplace is a retail shopping center located in the city of Livonia, Michigan.
|
E267565
|
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: Livonia Marketplace | Statement: [Livonia, Michigan, hasShoppingCenter, Livonia Marketplace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livonia Marketplace Context triple: [Livonia, Michigan, hasShoppingCenter, Livonia Marketplace]
-
A.
Livonia Yard
Livonia Yard is a New York City Subway maintenance and storage facility serving trains on the IRT New Lots Line in Brooklyn.
-
B.
Commonwealth Avenue Mall
Commonwealth Avenue Mall is a historic, tree-lined linear park and promenade in Boston’s Back Bay neighborhood, known for its statues, landscaped green space, and grand boulevard setting.
-
C.
Kalamazoo Mall area
The Kalamazoo Mall area is a historic downtown district in Kalamazoo, Michigan, known as one of the first outdoor pedestrian shopping malls in the United States, featuring preserved architecture, shops, and public spaces.
-
D.
Fair Lane, Dearborn, Michigan
Fair Lane in Dearborn, Michigan is the historic estate and mansion of industrialist Henry Ford, now preserved as a National Historic Landmark and museum.
-
E.
Livonia
Livonia was a historical region on the eastern coast of the Baltic Sea, encompassing parts of present-day Latvia and Estonia and long contested by regional powers.
- 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: Livonia Marketplace Triple: [Livonia, Michigan, hasShoppingCenter, Livonia Marketplace]
Generated description
Livonia Marketplace is a retail shopping center located in the city of Livonia, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livonia Marketplace Target entity description: Livonia Marketplace is a retail shopping center located in the city of Livonia, Michigan.
-
A.
Livonia Yard
Livonia Yard is a New York City Subway maintenance and storage facility serving trains on the IRT New Lots Line in Brooklyn.
-
B.
Commonwealth Avenue Mall
Commonwealth Avenue Mall is a historic, tree-lined linear park and promenade in Boston’s Back Bay neighborhood, known for its statues, landscaped green space, and grand boulevard setting.
-
C.
Kalamazoo Mall area
The Kalamazoo Mall area is a historic downtown district in Kalamazoo, Michigan, known as one of the first outdoor pedestrian shopping malls in the United States, featuring preserved architecture, shops, and public spaces.
-
D.
Fair Lane, Dearborn, Michigan
Fair Lane in Dearborn, Michigan is the historic estate and mansion of industrialist Henry Ford, now preserved as a National Historic Landmark and museum.
-
E.
Livonia
Livonia was a historical region on the eastern coast of the Baltic Sea, encompassing parts of present-day Latvia and Estonia and long contested by regional powers.
- 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_69aef0c2a7b08190beb27f6a83208e5c |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef5de0e4c8190af460b7e2fb2a5eb |
completed | March 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef68a6a18819097876fea0120103b |
completed | March 9, 2026, 4:34 p.m. |
Created at: March 6, 2026, 9:43 p.m.