Triple
T1411193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soweto |
E31807
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Pimville
Pimville is a residential township area within Soweto, Johannesburg, known as one of the older, historically significant Black urban neighborhoods in South Africa.
|
E161652
|
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: Pimville | Statement: [Soweto, hasNeighbourhood, Pimville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pimville Context triple: [Soweto, hasNeighbourhood, Pimville]
-
A.
Princeville
Princeville is a resort community on the north shore of the Hawaiian island of Kauaʻi, known for its scenic cliffs, golf courses, and luxury accommodations overlooking Hanalei Bay.
-
B.
Stormville
Stormville is a small hamlet in the town of East Fishkill in Dutchess County, New York, known for its rural character and large flea market.
-
C.
Pennyville
Pennyville is the historic former name of what is now the Chicago suburb of Park Ridge, Illinois.
-
D.
Ochre City
Ochre City is a popular nickname for Marrakesh, referring to the Moroccan city's distinctive red and ochre-colored buildings and walls.
-
E.
Davidville
Davidville was the original company founded by David Karp that created and initially operated the microblogging platform Tumblr.
- 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: Pimville Triple: [Soweto, hasNeighbourhood, Pimville]
Generated description
Pimville is a residential township area within Soweto, Johannesburg, known as one of the older, historically significant Black urban neighborhoods in South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pimville Target entity description: Pimville is a residential township area within Soweto, Johannesburg, known as one of the older, historically significant Black urban neighborhoods in South Africa.
-
A.
Princeville
Princeville is a resort community on the north shore of the Hawaiian island of Kauaʻi, known for its scenic cliffs, golf courses, and luxury accommodations overlooking Hanalei Bay.
-
B.
Stormville
Stormville is a small hamlet in the town of East Fishkill in Dutchess County, New York, known for its rural character and large flea market.
-
C.
Pennyville
Pennyville is the historic former name of what is now the Chicago suburb of Park Ridge, Illinois.
-
D.
Ochre City
Ochre City is a popular nickname for Marrakesh, referring to the Moroccan city's distinctive red and ochre-colored buildings and walls.
-
E.
Davidville
Davidville was the original company founded by David Karp that created and initially operated the microblogging platform Tumblr.
- 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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3e1da988190bc7c187e193539b6 |
completed | March 1, 2026, 10:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace57be14881908d469d2b5333d6d5 |
completed | March 8, 2026, 2:57 a.m. |
| NEDg | Description generation | batch_69ace61c6f348190bba7717b1bd7f24a |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace6eeb99081908ac23a6c71faeae6 |
completed | March 8, 2026, 3:03 a.m. |
Created at: March 1, 2026, 7:59 p.m.