Triple

T12071942
Position Surface form Disambiguated ID Type / Status
Subject Memphis Free Speech and Headlight E287444 entity
Predicate editor P1954 FINISHED
Object J. L. Fleming
J. L. Fleming was a journalist who served as an editor of the African American newspaper the Memphis Free Speech and Headlight in the late 19th century.
 E968981 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: J. L. Fleming | Statement: [Memphis Free Speech and Headlight, editor, J. L. Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: J. L. Fleming
Context triple: [Memphis Free Speech and Headlight, editor, J. L. Fleming]
  • A. H. A. Fagan
    H. A. Fagan was a South African playwright, poet, and politician associated with the Afrikaans literary movement known as the Dertigers.
  • B. R. G. Tifft
    R. G. Tifft is an astronomer known for his work on galaxy observations, including the discovery of the Tucana Dwarf Galaxy.
  • C. J. B. Guilbride
    J. B. Guilbride is a mountaineer known for making the first recorded ascent of Pomerape Volcano in the Andes.
  • D. J. L. Chestnut
    J. L. Chestnut was a prominent civil rights attorney and activist from Alabama, known for his legal work challenging racial segregation and discrimination in the American South.
  • E. T. C. Morrow
    T. C. Morrow was a businessman best known for owning the Houston Mavericks professional basketball franchise in the late 1960s American Basketball Association.
  • 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: J. L. Fleming
Triple: [Memphis Free Speech and Headlight, editor, J. L. Fleming]
Generated description
J. L. Fleming was a journalist who served as an editor of the African American newspaper the Memphis Free Speech and Headlight in the late 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: J. L. Fleming
Target entity description: J. L. Fleming was a journalist who served as an editor of the African American newspaper the Memphis Free Speech and Headlight in the late 19th century.
  • A. H. A. Fagan
    H. A. Fagan was a South African playwright, poet, and politician associated with the Afrikaans literary movement known as the Dertigers.
  • B. R. G. Tifft
    R. G. Tifft is an astronomer known for his work on galaxy observations, including the discovery of the Tucana Dwarf Galaxy.
  • C. J. B. Guilbride
    J. B. Guilbride is a mountaineer known for making the first recorded ascent of Pomerape Volcano in the Andes.
  • D. J. L. Chestnut
    J. L. Chestnut was a prominent civil rights attorney and activist from Alabama, known for his legal work challenging racial segregation and discrimination in the American South.
  • E. T. C. Morrow
    T. C. Morrow was a businessman best known for owning the Houston Mavericks professional basketball franchise in the late 1960s American Basketball Association.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9045a507081909070ea37173d6f97 completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a683a108190b8f05c40ecda5f0e completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60c2f50d48190b658d7e740d08c2c completed May 2, 2026, 2:37 p.m.
NED2 Entity disambiguation (via description) batch_69f60cd1668881908f43d895fcfba0aa completed May 2, 2026, 2:40 p.m.
Created at: April 8, 2026, 9:48 p.m.