Triple

T16394186

Position	Surface form	Disambiguated ID	Type / Status
Subject	Atlanta Life Insurance Company	`E398136`	entity
Predicate	originallyNamed	`P65`	FINISHED
Object	Atlanta Benevolent and Protective Association The Atlanta Benevolent and Protective Association was the early predecessor of Atlanta Life Insurance Company, a historically significant Black-owned insurer based in Atlanta.	`E1210004`	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: Atlanta Benevolent and Protective Association | Statement: [Atlanta Life Insurance Company, originallyNamed, Atlanta Benevolent and Protective Association]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Atlanta Benevolent and Protective Association
Context triple: [Atlanta Life Insurance Company, originallyNamed, Atlanta Benevolent and Protective Association]

A. Illinois Children's Home and Aid Society
The Illinois Children's Home and Aid Society is a child welfare organization dedicated to protecting, supporting, and strengthening vulnerable children and families in Illinois.
B. New York City Mission Society
New York City Mission Society is a longstanding New York City nonprofit organization dedicated to providing educational, social, and supportive services to underserved children, families, and communities.
C. Union Rescue Mission
Union Rescue Mission is a prominent faith-based homeless services organization in Los Angeles that provides shelter, meals, recovery programs, and support to individuals and families in need, particularly in the Skid Row area.
D. General Oblation Board
The General Oblation Board is a sinister, Church-backed organization in Philip Pullman’s "His Dark Materials" series that conducts secret experiments on children by severing them from their dæmons.
E. Baron Hirsch Benevolent Society
The Baron Hirsch Benevolent Society is a Jewish charitable organization that manages communal services and institutions, including the Baron Hirsch Cemetery.
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: Atlanta Benevolent and Protective Association
Triple: [Atlanta Life Insurance Company, originallyNamed, Atlanta Benevolent and Protective Association]

Generated description

The Atlanta Benevolent and Protective Association was the early predecessor of Atlanta Life Insurance Company, a historically significant Black-owned insurer based in Atlanta.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Atlanta Benevolent and Protective Association
Target entity description: The Atlanta Benevolent and Protective Association was the early predecessor of Atlanta Life Insurance Company, a historically significant Black-owned insurer based in Atlanta.

A. Illinois Children's Home and Aid Society
The Illinois Children's Home and Aid Society is a child welfare organization dedicated to protecting, supporting, and strengthening vulnerable children and families in Illinois.
B. New York City Mission Society
New York City Mission Society is a longstanding New York City nonprofit organization dedicated to providing educational, social, and supportive services to underserved children, families, and communities.
C. Union Rescue Mission
Union Rescue Mission is a prominent faith-based homeless services organization in Los Angeles that provides shelter, meals, recovery programs, and support to individuals and families in need, particularly in the Skid Row area.
D. General Oblation Board
The General Oblation Board is a sinister, Church-backed organization in Philip Pullman’s "His Dark Materials" series that conducts secret experiments on children by severing them from their dæmons.
E. Baron Hirsch Benevolent Society
The Baron Hirsch Benevolent Society is a Jewish charitable organization that manages communal services and institutions, including the Baron Hirsch Cemetery.
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_69d87f2880b48190ae1a9673a3bbef80`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e3264538e4819082442d254accf392`	completed	April 18, 2026, 6:35 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a003575e51c8190a8677f658eb73a30`	completed	May 10, 2026, 7:36 a.m.
NEDg	Description generation	`batch_6a003620f04081908033c5e3c4376721`	completed	May 10, 2026, 7:39 a.m.
NED2	Entity disambiguation (via description)	`batch_6a00370cee5c819099d226ebc3c1f0fe`	completed	May 10, 2026, 7:43 a.m.

Created at: April 10, 2026, 5:08 a.m.