Triple

T5988408
Position Surface form Disambiguated ID Type / Status
Subject Govan Mbeki E133283 entity
Predicate educatedAt P5 FINISHED
Object Healdtown Comprehensive School
Healdtown Comprehensive School is a historically significant South African educational institution known for educating prominent anti-apartheid leaders, including Govan Mbeki.
 E560981 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: Healdtown Comprehensive School | Statement: [Govan Mbeki, educatedAt, Healdtown Comprehensive School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Healdtown Comprehensive School
Context triple: [Govan Mbeki, educatedAt, Healdtown Comprehensive School]
  • A. Crossland High School
    Crossland High School is a public secondary school in Temple Hills, Maryland, serving local students in the surrounding community.
  • B. Hazel Grove High School
    Hazel Grove High School is a coeducational secondary school and sixth form serving the community of Hazel Grove in Greater Manchester, England.
  • C. Hedgesville High School
    Hedgesville High School is a public secondary school serving students in the Hedgesville/Martinsburg area of Berkeley County, West Virginia.
  • D. Hull High School
    Hull High School is the public secondary school serving students in the coastal town of Hull, Massachusetts.
  • E. Thomas Mills High School
    Thomas Mills High School is a secondary school in Framlingham, Suffolk, England, best known for being attended by singer-songwriter Ed Sheeran.
  • 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: Healdtown Comprehensive School
Triple: [Govan Mbeki, educatedAt, Healdtown Comprehensive School]
Generated description
Healdtown Comprehensive School is a historically significant South African educational institution known for educating prominent anti-apartheid leaders, including Govan Mbeki.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Healdtown Comprehensive School
Target entity description: Healdtown Comprehensive School is a historically significant South African educational institution known for educating prominent anti-apartheid leaders, including Govan Mbeki.
  • A. Crossland High School
    Crossland High School is a public secondary school in Temple Hills, Maryland, serving local students in the surrounding community.
  • B. Hazel Grove High School
    Hazel Grove High School is a coeducational secondary school and sixth form serving the community of Hazel Grove in Greater Manchester, England.
  • C. Hedgesville High School
    Hedgesville High School is a public secondary school serving students in the Hedgesville/Martinsburg area of Berkeley County, West Virginia.
  • D. Hull High School
    Hull High School is the public secondary school serving students in the coastal town of Hull, Massachusetts.
  • E. Thomas Mills High School
    Thomas Mills High School is a secondary school in Framlingham, Suffolk, England, best known for being attended by singer-songwriter Ed Sheeran.
  • 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_69c0087010d081908bb8142342d63330 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04dc51d948190bacf4c40a73e91b2 completed March 22, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c10854969c8190b9be249f26ad2f47 completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c109bf2fb4819091915b2e10b629b8 completed March 23, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69c10a5e061c81909e8085f3210452dc completed March 23, 2026, 9:39 a.m.
Created at: March 22, 2026, 4:04 p.m.