Triple

T11811981
Position Surface form Disambiguated ID Type / Status
Subject Richard Allen E280892 entity
Predicate coFounded P104 FINISHED
Object Free African Society
The Free African Society was an early mutual aid and religious organization in late 18th-century Philadelphia that supported free Black people and laid groundwork for independent Black churches and institutions.
E947520 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: Free African Society | Statement: [Richard Allen, coFounded, Free African Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Free African Society
Context triple: [Richard Allen, coFounded, Free African Society]
  • A. Fundamental Institute of Black Africa
    The Fundamental Institute of Black Africa is a Dakar-based research and cultural institution dedicated to the study, preservation, and promotion of African and African diasporic civilizations.
  • B. Société des Amis des Noirs
    The Société des Amis des Noirs was a late-18th-century French abolitionist society that campaigned against the slave trade and slavery in the French colonies during the early years of the French Revolution.
  • C. Universal Negro Improvement Association and African Communities League
    The Universal Negro Improvement Association and African Communities League was a Black nationalist and Pan-African organization that promoted racial pride, economic self-sufficiency, and the unification and empowerment of people of African descent worldwide.
  • D. Association for Black Anthropologists
    The Association for Black Anthropologists is a scholarly organization dedicated to advancing the interests, visibility, and contributions of Black anthropologists and promoting research on the African diaspora and Black experiences worldwide.
  • E. Black People's Convention
    Black People's Convention was a prominent South African political organization that mobilized Black communities against apartheid and advanced the philosophy of Black Consciousness in the 1970s.
  • 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: Free African Society
Triple: [Richard Allen, coFounded, Free African Society]
Generated description
The Free African Society was an early mutual aid and religious organization in late 18th-century Philadelphia that supported free Black people and laid groundwork for independent Black churches and institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Free African Society
Target entity description: The Free African Society was an early mutual aid and religious organization in late 18th-century Philadelphia that supported free Black people and laid groundwork for independent Black churches and institutions.
  • A. Fundamental Institute of Black Africa
    The Fundamental Institute of Black Africa is a Dakar-based research and cultural institution dedicated to the study, preservation, and promotion of African and African diasporic civilizations.
  • B. Société des Amis des Noirs
    The Société des Amis des Noirs was a late-18th-century French abolitionist society that campaigned against the slave trade and slavery in the French colonies during the early years of the French Revolution.
  • C. Universal Negro Improvement Association and African Communities League
    The Universal Negro Improvement Association and African Communities League was a Black nationalist and Pan-African organization that promoted racial pride, economic self-sufficiency, and the unification and empowerment of people of African descent worldwide.
  • D. Association for Black Anthropologists
    The Association for Black Anthropologists is a scholarly organization dedicated to advancing the interests, visibility, and contributions of Black anthropologists and promoting research on the African diaspora and Black experiences worldwide.
  • E. Black People's Convention
    Black People's Convention was a prominent South African political organization that mobilized Black communities against apartheid and advanced the philosophy of Black Consciousness in the 1970s.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5cba708819097467bb7aca7fc65 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f13188b89c819095ba5d27de7ebbb2 completed April 28, 2026, 10:15 p.m.
NEDg Description generation batch_69f141b31c9081908f19ff870f5f3c33 completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fdb39d48190828668fc535d7f6a completed April 29, 2026, 12:24 a.m.
Created at: April 8, 2026, 9:42 p.m.