Triple
T6335789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | S3 |
E142486
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object |
Berlin suburbs
Berlin suburbs are the residential and semi-urban areas surrounding the city of Berlin, characterized by quieter neighborhoods, green spaces, and commuter connections to the capital.
|
E586026
|
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: Berlin suburbs | Statement: [S3, serviceArea, Berlin suburbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berlin suburbs Context triple: [S3, serviceArea, Berlin suburbs]
-
A.
Western sectors of Berlin
The Western sectors of Berlin were the Allied-controlled parts of the city during the Cold War, forming West Berlin and functioning as a politically separate enclave within East Germany.
-
B.
southern Berlin
Southern Berlin is the lower part of Germany’s capital city, encompassing predominantly residential and mixed-use districts that are linked to the center by major transit routes such as the Nord-Süd-Bahn.
-
C.
northwestern Berlin
Northwestern Berlin is a largely residential and park-rich sector of Germany’s capital city, encompassing diverse neighborhoods and green spaces.
-
D.
northern Berlin
Northern Berlin is the upper part of Germany’s capital city, encompassing diverse residential districts, cultural venues, and transport hubs north of the city center.
-
E.
Berlin Commercial District
The Berlin Commercial District is the historic downtown core of Berlin, Maryland, known for its preserved 19th- and early 20th-century architecture, small businesses, and walkable main-street character.
- 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: Berlin suburbs Triple: [S3, serviceArea, Berlin suburbs]
Generated description
Berlin suburbs are the residential and semi-urban areas surrounding the city of Berlin, characterized by quieter neighborhoods, green spaces, and commuter connections to the capital.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berlin suburbs Target entity description: Berlin suburbs are the residential and semi-urban areas surrounding the city of Berlin, characterized by quieter neighborhoods, green spaces, and commuter connections to the capital.
-
A.
Western sectors of Berlin
The Western sectors of Berlin were the Allied-controlled parts of the city during the Cold War, forming West Berlin and functioning as a politically separate enclave within East Germany.
-
B.
southern Berlin
Southern Berlin is the lower part of Germany’s capital city, encompassing predominantly residential and mixed-use districts that are linked to the center by major transit routes such as the Nord-Süd-Bahn.
-
C.
northwestern Berlin
Northwestern Berlin is a largely residential and park-rich sector of Germany’s capital city, encompassing diverse neighborhoods and green spaces.
-
D.
northern Berlin
Northern Berlin is the upper part of Germany’s capital city, encompassing diverse residential districts, cultural venues, and transport hubs north of the city center.
-
E.
Berlin Commercial District
The Berlin Commercial District is the historic downtown core of Berlin, Maryland, known for its preserved 19th- and early 20th-century architecture, small businesses, and walkable main-street character.
- 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_69c008d4d8e88190ad301c05b08722ac |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0654a88a881908d5cb2aa7f22c4c7 |
completed | March 22, 2026, 9:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6042ab22c8190a7486049f45a546b |
completed | March 27, 2026, 4:14 a.m. |
| NEDg | Description generation | batch_69c6056435b481908a63a880b7bcd489 |
completed | March 27, 2026, 4:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c605f2369c819080fd52282b20437e |
completed | March 27, 2026, 4:22 a.m. |
Created at: March 22, 2026, 4:30 p.m.