Triple
T3213922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cape Flats |
E67345
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Bishop Lavis
Bishop Lavis is a residential suburb of Cape Town, South Africa, situated on the Cape Flats and known for its working-class community and history shaped by apartheid-era spatial planning.
|
E337554
|
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: Bishop Lavis | Statement: [Cape Flats, contains, Bishop Lavis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bishop Lavis Context triple: [Cape Flats, contains, Bishop Lavis]
-
A.
Bishop William King
Bishop William King was an Irish Anglican bishop and writer known for his involvement in early 18th-century literary and intellectual circles, including the satirical Scriblerus Club.
-
B.
Bishop John Baptist Purcell
Bishop John Baptist Purcell was a 19th-century Roman Catholic prelate who served as the influential Archbishop of Cincinnati and became widely known for his public debates defending Catholic doctrine in the United States.
-
C.
Bishop Thomas Hatfield
Bishop Thomas Hatfield was a 14th-century Bishop of Durham and influential English cleric and statesman known for his patronage of education and architecture.
-
D.
Bishop John Emory
Bishop John Emory was a 19th-century American Methodist Episcopal bishop known for his leadership in the church and his advocacy for higher education.
-
E.
Bishop Isaac Hellmuth
Bishop Isaac Hellmuth was a 19th-century Anglican bishop and educational reformer best known for establishing what is now Western University in London, Ontario.
- 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: Bishop Lavis Triple: [Cape Flats, contains, Bishop Lavis]
Generated description
Bishop Lavis is a residential suburb of Cape Town, South Africa, situated on the Cape Flats and known for its working-class community and history shaped by apartheid-era spatial planning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bishop Lavis Target entity description: Bishop Lavis is a residential suburb of Cape Town, South Africa, situated on the Cape Flats and known for its working-class community and history shaped by apartheid-era spatial planning.
-
A.
Bishop William King
Bishop William King was an Irish Anglican bishop and writer known for his involvement in early 18th-century literary and intellectual circles, including the satirical Scriblerus Club.
-
B.
Bishop John Baptist Purcell
Bishop John Baptist Purcell was a 19th-century Roman Catholic prelate who served as the influential Archbishop of Cincinnati and became widely known for his public debates defending Catholic doctrine in the United States.
-
C.
Bishop Thomas Hatfield
Bishop Thomas Hatfield was a 14th-century Bishop of Durham and influential English cleric and statesman known for his patronage of education and architecture.
-
D.
Bishop John Emory
Bishop John Emory was a 19th-century American Methodist Episcopal bishop known for his leadership in the church and his advocacy for higher education.
-
E.
Bishop Isaac Hellmuth
Bishop Isaac Hellmuth was a 19th-century Anglican bishop and educational reformer best known for establishing what is now Western University in London, Ontario.
- 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_69ad858ac36c81909962589cd277d6e2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaabd01d48190be0dc610b9987a25 |
completed | March 8, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b26237211c81908cddc4e8d42e497e |
completed | March 12, 2026, 6:50 a.m. |
| NEDg | Description generation | batch_69b264c54c508190be85da879935e7f4 |
completed | March 12, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b268d60bd0819097194da2e9065947 |
completed | March 12, 2026, 7:18 a.m. |
Created at: March 8, 2026, 3:07 p.m.