Triple

T12484521
Position Surface form Disambiguated ID Type / Status
Subject The Blacker the Berry E298395 entity
Predicate protagonist P268 FINISHED
Object Emma Lou Morgan
Emma Lou Morgan is the dark-skinned young Black woman whose struggles with colorism, identity, and self-acceptance drive Wallace Thurman’s novel *The Blacker the Berry*.
E1034131 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: Emma Lou Morgan | Statement: [The Blacker the Berry, protagonist, Emma Lou Morgan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emma Lou Morgan
Context triple: [The Blacker the Berry, protagonist, Emma Lou Morgan]
  • A. Lilian Vaughan Morgan
    Lilian Vaughan Morgan was an American geneticist known for her pioneering work on Drosophila and contributions to the early development of chromosome theory.
  • B. Nancy Morgan
    Nancy Morgan is an American actress known for her film and television work and for her former marriage to actor John Ritter.
  • C. Marion Hutton
    Marion Hutton was an American singer and actress best known as a featured vocalist with the Glenn Miller Orchestra during the big band era.
  • D. Joy Morton
    Joy Morton was an American businessman and philanthropist best known as the founder of the Morton Salt Company and a major advocate for tree conservation and public arboreta.
  • E. Lesley Morrow
    Lesley Morrow is an American literacy educator and researcher known for her influential work on early childhood literacy development and reading instruction.
  • 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: Emma Lou Morgan
Triple: [The Blacker the Berry, protagonist, Emma Lou Morgan]
Generated description
Emma Lou Morgan is the dark-skinned young Black woman whose struggles with colorism, identity, and self-acceptance drive Wallace Thurman’s novel *The Blacker the Berry*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emma Lou Morgan
Target entity description: Emma Lou Morgan is the dark-skinned young Black woman whose struggles with colorism, identity, and self-acceptance drive Wallace Thurman’s novel *The Blacker the Berry*.
  • A. Lilian Vaughan Morgan
    Lilian Vaughan Morgan was an American geneticist known for her pioneering work on Drosophila and contributions to the early development of chromosome theory.
  • B. Nancy Morgan
    Nancy Morgan is an American actress known for her film and television work and for her former marriage to actor John Ritter.
  • C. Marion Hutton
    Marion Hutton was an American singer and actress best known as a featured vocalist with the Glenn Miller Orchestra during the big band era.
  • D. Joy Morton
    Joy Morton was an American businessman and philanthropist best known as the founder of the Morton Salt Company and a major advocate for tree conservation and public arboreta.
  • E. Lesley Morrow
    Lesley Morrow is an American literacy educator and researcher known for her influential work on early childhood literacy development and reading instruction.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94ddf0b6c8190aff4fe267d8f6efe completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f71f082b6481909950c8c4cb854440 completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f71fe2c128819096cc31c9cbb739b5 completed May 3, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69f7208d47388190b1b51f346b0d1423 completed May 3, 2026, 10:16 a.m.
Created at: April 8, 2026, 9:56 p.m.