Triple

T792804
Position Surface form Disambiguated ID Type / Status
Subject Marthasville E16951 entity
Predicate namedAfter P63 FINISHED
Object Martha Lumpkin
Martha Lumpkin was the namesake of Marthasville, the early 19th-century town that later became the city of Atlanta, Georgia.
E94117 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: Martha Lumpkin | Statement: [Marthasville, namedAfter, Martha Lumpkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Lumpkin
Context triple: [Marthasville, namedAfter, Martha Lumpkin]
  • A. Dilsey Gibson
    Dilsey Gibson is the resilient and compassionate Black matriarch of the Compson household in William Faulkner’s novel "The Sound and the Fury," embodying moral strength amid the family’s decline.
  • B. Miss Watson
    Miss Watson is a strict, religious woman who serves as Huck Finn’s guardian and represents conventional society’s moral values in Mark Twain’s novel "Adventures of Huckleberry Finn."
  • C. Aunt Sally Phelps
    Aunt Sally Phelps is a kind but strict Southern woman who serves as Tom Sawyer’s aunt and mistakenly takes Huck Finn for her nephew in Mark Twain’s novel "Adventures of Huckleberry Finn."
  • D. Martha Black
    Martha Black was a pioneering Canadian politician and naturalist, known as one of the first women elected to the Canadian Parliament and for her influential role in Yukon public life.
  • E. Effie White
    Effie White is the ambitious, powerhouse lead singer of the girl group in the musical "Dreamgirls," whose personal and professional struggles drive much of the story’s emotional core.
  • 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: Martha Lumpkin
Triple: [Marthasville, namedAfter, Martha Lumpkin]
Generated description
Martha Lumpkin was the namesake of Marthasville, the early 19th-century town that later became the city of Atlanta, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martha Lumpkin
Target entity description: Martha Lumpkin was the namesake of Marthasville, the early 19th-century town that later became the city of Atlanta, Georgia.
  • A. Dilsey Gibson
    Dilsey Gibson is the resilient and compassionate Black matriarch of the Compson household in William Faulkner’s novel "The Sound and the Fury," embodying moral strength amid the family’s decline.
  • B. Miss Watson
    Miss Watson is a strict, religious woman who serves as Huck Finn’s guardian and represents conventional society’s moral values in Mark Twain’s novel "Adventures of Huckleberry Finn."
  • C. Aunt Sally Phelps
    Aunt Sally Phelps is a kind but strict Southern woman who serves as Tom Sawyer’s aunt and mistakenly takes Huck Finn for her nephew in Mark Twain’s novel "Adventures of Huckleberry Finn."
  • D. Martha Black
    Martha Black was a pioneering Canadian politician and naturalist, known as one of the first women elected to the Canadian Parliament and for her influential role in Yukon public life.
  • E. Effie White
    Effie White is the ambitious, powerhouse lead singer of the girl group in the musical "Dreamgirls," whose personal and professional struggles drive much of the story’s emotional core.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a79a3bbc81908d818c50a366b0f8 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67880f9608190b0676eb47ea99ca1 completed March 3, 2026, 5:58 a.m.
NEDg Description generation batch_69a678f962c881909884c2af15f41d65 completed March 3, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69a67953f2bc8190bbbf8d4ae9c2c3bc completed March 3, 2026, 6:01 a.m.
Created at: March 1, 2026, 7:38 p.m.