Triple
T84705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Rapids, Michigan |
E1703
|
entity |
| Predicate | twinCity |
P1072
|
FINISHED |
| Object |
Ghana’s Ga District (friendship city)
Ghana’s Ga District (friendship city) is a local government area in the Greater Accra Region of Ghana, home to predominantly Ga-speaking communities and engaged in international municipal partnerships such as its friendship-city relationship with Grand Rapids, Michigan.
|
E5795
|
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: Ghana’s Ga District (friendship city) | Statement: [Grand Rapids, Michigan, twinCity, Ghana’s Ga District (friendship city)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana’s Ga District (friendship city) Context triple: [Grand Rapids, Michigan, twinCity, Ghana’s Ga District (friendship city)]
-
A.
Gori
Gori is a city in central Georgia best known as the birthplace of Soviet leader Joseph Stalin.
-
B.
Chocolate City
Chocolate City is a popular nickname for Washington, D.C., highlighting its historically large and influential African American population and culture.
-
C.
Greece
Greece is a southeastern European country known as the cradle of Western civilization, famed for its ancient history, philosophy, democracy, and influential cultural heritage.
-
D.
The Garden City
The Garden City is a nickname for Newton, Massachusetts, reflecting its abundant green spaces, tree-lined streets, and residential charm.
-
E.
Thai Town
Thai Town is a vibrant Los Angeles neighborhood known as the cultural and commercial hub for the Thai-American community, featuring Thai restaurants, markets, and festivals.
- 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: Ghana’s Ga District (friendship city) Triple: [Grand Rapids, Michigan, twinCity, Ghana’s Ga District (friendship city)]
Generated description
Ghana’s Ga District (friendship city) is a local government area in the Greater Accra Region of Ghana, home to predominantly Ga-speaking communities and engaged in international municipal partnerships such as its friendship-city relationship with Grand Rapids, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghana’s Ga District (friendship city) Target entity description: Ghana’s Ga District (friendship city) is a local government area in the Greater Accra Region of Ghana, home to predominantly Ga-speaking communities and engaged in international municipal partnerships such as its friendship-city relationship with Grand Rapids, Michigan.
-
A.
Gori
Gori is a city in central Georgia best known as the birthplace of Soviet leader Joseph Stalin.
-
B.
Choapa Province
Choapa Province is an administrative division in north-central Chile known for its agricultural valleys, mining activities, and coastal areas within the Coquimbo Region.
-
C.
Chocolate City
Chocolate City is a popular nickname for Washington, D.C., highlighting its historically large and influential African American population and culture.
-
D.
Red Light District
The Red Light District is Amsterdam’s famous historic neighborhood known for its legalized sex work, distinctive red-lit windows, and vibrant nightlife that attracts tourists from around the world.
-
E.
Pretoria, South Africa
Pretoria, South Africa is one of the country’s three capital cities, serving as the administrative capital and a major center for government, education, and culture.
- 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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4e73c081908d2da146226ef05e |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a25554ea408190b39de01c3ba5e28f |
completed | Feb. 28, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_69a257e5722081909faa8cd7eb2c2381 |
completed | Feb. 28, 2026, 2:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a25852af8c8190866bd514510661c8 |
completed | Feb. 28, 2026, 2:52 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.