Triple
T7152202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lilongwe |
E166716
|
entity |
| Predicate | hasUrbanAreaType |
P749
|
FINISHED |
| Object |
Old Town
Old Town is the historic commercial and administrative center of Lilongwe, Malawi, known for its traditional markets, older architecture, and dense urban activity.
|
E646082
|
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: Old Town | Statement: [Lilongwe, hasUrbanAreaType, Old Town]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Old Town Context triple: [Lilongwe, hasUrbanAreaType, Old Town]
-
A.
Old Town
Old Town is the historic waterfront district of Alexandria, Virginia, known for its preserved 18th- and 19th-century architecture, cobblestone streets, and vibrant shops and restaurants.
-
B.
Old Town
Old Town is the historic central district of Olkusz, characterized by its preserved medieval urban layout, traditional architecture, and cultural landmarks.
-
C.
Old Town
Old Town is the medieval historic center of Kraków, renowned for its well-preserved architecture, bustling Main Market Square, and rich cultural heritage.
-
D.
Old Town
Old Town is a residential neighborhood on Staten Island, New York City, known as one of the island’s older coastal communities with local transit access and small-scale commercial areas.
-
E.
Old Town
Old Town is the historic medieval heart of Edinburgh, Scotland, known for its narrow closes, iconic Royal Mile, and well-preserved architecture.
- 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: Old Town Triple: [Lilongwe, hasUrbanAreaType, Old Town]
Generated description
Old Town is the historic commercial and administrative center of Lilongwe, Malawi, known for its traditional markets, older architecture, and dense urban activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Old Town Target entity description: Old Town is the historic commercial and administrative center of Lilongwe, Malawi, known for its traditional markets, older architecture, and dense urban activity.
-
A.
Old Town
Old Town is the historic central district of Olkusz, characterized by its preserved medieval urban layout, traditional architecture, and cultural landmarks.
-
B.
Old Town
Old Town is the historic city center of Chernivtsi, known for its preserved architecture, cobblestone streets, and cultural landmarks reflecting the city’s multiethnic past.
-
C.
Old Town
Old Town is the historic city center of Riga, Latvia, known for its medieval architecture, cobblestone streets, and UNESCO-listed cultural heritage.
-
D.
Old Town
Old Town is the medieval historic center of Kraków, renowned for its well-preserved architecture, bustling Main Market Square, and rich cultural heritage.
-
E.
Old Town
Old Town is the historic medieval heart of Edinburgh, Scotland, known for its narrow closes, iconic Royal Mile, and well-preserved architecture.
- 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_69c68886779c8190a8e3fbabffe68253 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e7f3e4a88190a3110f2368262528 |
completed | March 27, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7adad45208190a8e09173a4d26591 |
completed | March 28, 2026, 10:30 a.m. |
| NEDg | Description generation | batch_69c7aeb1c59c8190b02fcb731003ad31 |
completed | March 28, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7af2ad8a081909185cfd3a3d4e4d0 |
completed | March 28, 2026, 10:36 a.m. |
Created at: March 27, 2026, 2:46 p.m.