Triple
T14017019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern suburbs of Johannesburg |
E337229
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Parkhurst
Parkhurst is a trendy, upmarket suburb of Johannesburg known for its vibrant café culture, boutique shops, and tree-lined residential streets.
|
E1073336
|
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: Parkhurst | Statement: [Northern suburbs of Johannesburg, contains, Parkhurst]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Parkhurst Context triple: [Northern suburbs of Johannesburg, contains, Parkhurst]
-
A.
Parkhurst
Parkhurst is a surname most notably associated with Helen Parkhurst, an influential American educator and founder of the Dalton Plan.
-
B.
Parkhurst
Parkhurst is a locality on Keppel Island in Queensland, Australia, known primarily as a small settlement within the island’s broader coastal environment.
-
C.
Purdy
Purdy is a surname most notably associated with Cecil Purdy, an Australian chess master and the first official World Correspondence Chess Champion.
-
D.
Rhawnhurst
Rhawnhurst is a residential neighborhood in the Northeast section of Philadelphia, Pennsylvania, known for its post-World War II housing and suburban character.
-
E.
Pakefield
Pakefield is a coastal village and suburb of Lowestoft in Suffolk, England, known for its beaches and significant archaeological finds indicating some of the earliest human activity in Britain.
- 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: Parkhurst Triple: [Northern suburbs of Johannesburg, contains, Parkhurst]
Generated description
Parkhurst is a trendy, upmarket suburb of Johannesburg known for its vibrant café culture, boutique shops, and tree-lined residential streets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Parkhurst Target entity description: Parkhurst is a trendy, upmarket suburb of Johannesburg known for its vibrant café culture, boutique shops, and tree-lined residential streets.
-
A.
Parkhurst
Parkhurst is a locality on Keppel Island in Queensland, Australia, known primarily as a small settlement within the island’s broader coastal environment.
-
B.
Parkhurst
Parkhurst is a surname most notably associated with Helen Parkhurst, an influential American educator and founder of the Dalton Plan.
-
C.
Purdy
Purdy is a surname most notably associated with Cecil Purdy, an Australian chess master and the first official World Correspondence Chess Champion.
-
D.
Rhawnhurst
Rhawnhurst is a residential neighborhood in the Northeast section of Philadelphia, Pennsylvania, known for its post-World War II housing and suburban character.
-
E.
Pakefield
Pakefield is a coastal village and suburb of Lowestoft in Suffolk, England, known for its beaches and significant archaeological finds indicating some of the earliest human activity in Britain.
- 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_69d81c6543a48190bd5ba93d7419e797 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2f396b648190927e5718c3bb6511 |
completed | April 14, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbacad948c81909db7187da5a9b97d |
completed | May 6, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69fbae186bb881908ea17ae6b12825af |
completed | May 6, 2026, 9:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbaebaab508190a609fa151c686a0d |
completed | May 6, 2026, 9:12 p.m. |
Created at: April 9, 2026, 10:19 p.m.