Triple

T11092023
Position Surface form Disambiguated ID Type / Status
Subject Raymond Mhlaba E262278 entity
Predicate placeOfBirth P1 FINISHED
Object Fort Beaufort, Eastern Cape, South Africa
Fort Beaufort, in South Africa’s Eastern Cape province, is a small historic town known for its 19th-century frontier war history and role in the anti-apartheid struggle.
E884192 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: Fort Beaufort, Eastern Cape, South Africa | Statement: [Raymond Mhlaba, placeOfBirth, Fort Beaufort, Eastern Cape, South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fort Beaufort, Eastern Cape, South Africa
Context triple: [Raymond Mhlaba, placeOfBirth, Fort Beaufort, Eastern Cape, South Africa]
  • A. Negro Fort
    Negro Fort was a former British stronghold on Florida’s Apalachicola River that became a refuge for escaped slaves and Native Americans before being destroyed by U.S. forces in 1816.
  • B. Plettenberg
    Plettenberg is a small town in the Märkischer Kreis district of North Rhine-Westphalia, Germany, known as the birthplace of influential and controversial legal theorist Carl Schmitt.
  • C. Maputo Fortress
    Maputo Fortress is a historic Portuguese-built military fort in Maputo, Mozambique, now serving as a cultural and tourist attraction.
  • D. Fort Hare (historic fort)
    Fort Hare is a historic 19th-century frontier fort in the Eastern Cape of South Africa that played a key role in the Cape Frontier Wars between British colonial forces and Xhosa groups.
  • E. Rorke's Drift mission station
    Rorke's Drift mission station was a small British frontier outpost and Christian mission in Natal, South Africa, that became famous as the site of a dramatic defensive battle during the Anglo-Zulu War.
  • 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: Fort Beaufort, Eastern Cape, South Africa
Triple: [Raymond Mhlaba, placeOfBirth, Fort Beaufort, Eastern Cape, South Africa]
Generated description
Fort Beaufort, in South Africa’s Eastern Cape province, is a small historic town known for its 19th-century frontier war history and role in the anti-apartheid struggle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fort Beaufort, Eastern Cape, South Africa
Target entity description: Fort Beaufort, in South Africa’s Eastern Cape province, is a small historic town known for its 19th-century frontier war history and role in the anti-apartheid struggle.
  • A. Negro Fort
    Negro Fort was a former British stronghold on Florida’s Apalachicola River that became a refuge for escaped slaves and Native Americans before being destroyed by U.S. forces in 1816.
  • B. Plettenberg
    Plettenberg is a small town in the Märkischer Kreis district of North Rhine-Westphalia, Germany, known as the birthplace of influential and controversial legal theorist Carl Schmitt.
  • C. Maputo Fortress
    Maputo Fortress is a historic Portuguese-built military fort in Maputo, Mozambique, now serving as a cultural and tourist attraction.
  • D. Fort Hare (historic fort) chosen
    Fort Hare is a historic 19th-century frontier fort in the Eastern Cape of South Africa that played a key role in the Cape Frontier Wars between British colonial forces and Xhosa groups.
  • E. Rorke's Drift mission station
    Rorke's Drift mission station was a small British frontier outpost and Christian mission in Natal, South Africa, that became famous as the site of a dramatic defensive battle during the Anglo-Zulu War.
  • F. None of above.

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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d799ec6564819097624195d0cd9093 completed April 9, 2026, 12:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3e7d3043c8190bdbe0ec51992db0c completed April 18, 2026, 8:21 p.m.
NEDg Description generation batch_69e3f2cbb4708190a328cff473104d14 completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f497a01881909d1dae70a02e5f97 completed April 18, 2026, 9:16 p.m.
Created at: April 8, 2026, 9:27 p.m.