Triple

T5579234
Position Surface form Disambiguated ID Type / Status
Subject George Stallings E146599 entity
Predicate familyName P18 FINISHED
Object Stallings
Stallings is an English-language surname borne by various notable individuals in fields such as sports, politics, and the arts.
 E531841 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: Stallings | Statement: [George Stallings, familyName, Stallings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stallings
Context triple: [George Stallings, familyName, Stallings]
  • A. Steele
    Steele is a surname most notably borne by Charles Steele Jr., an American civil rights leader and former president of the Southern Christian Leadership Conference.
  • B. Stovall
    Stovall is a small unincorporated community located in the state of Georgia, United States.
  • C. Stolley
    Stolley is the surname of Richard Stolley, the American journalist and founding managing editor of People magazine.
  • D. Stoll
    Stoll is a surname most prominently associated with American actor Corey Stoll, known for his roles in film and television such as "House of Cards" and "Ant-Man."
  • E. Stotts
    Stotts is the surname of Terry Stotts, an American professional basketball coach known for his tenure as head coach of the Portland Trail Blazers in the NBA.
  • 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: Stallings
Triple: [George Stallings, familyName, Stallings]
Generated description
Stallings is an English-language surname borne by various notable individuals in fields such as sports, politics, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stallings
Target entity description: Stallings is an English-language surname borne by various notable individuals in fields such as sports, politics, and the arts.
  • A. Steele
    Steele is a surname most notably borne by Charles Steele Jr., an American civil rights leader and former president of the Southern Christian Leadership Conference.
  • B. Stovall
    Stovall is a small unincorporated community located in the state of Georgia, United States.
  • C. Stolley
    Stolley is the surname of Richard Stolley, the American journalist and founding managing editor of People magazine.
  • D. Stoll
    Stoll is a surname most prominently associated with American actor Corey Stoll, known for his roles in film and television such as "House of Cards" and "Ant-Man."
  • E. Stotts
    Stotts is the surname of Terry Stotts, an American professional basketball coach known for his tenure as head coach of the Portland Trail Blazers in the NBA.
  • 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_69c0090287a08190b4098411effe970c completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0206bfea08190aa2c8df9f88013ac completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02858a2388190a1e8c3efce8b066d completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c03d15e8d48190b08d0903621fbdcb completed March 22, 2026, 7:03 p.m.
NED2 Entity disambiguation (via description) batch_69c03daa883c8190a787c40965408132 completed March 22, 2026, 7:06 p.m.
Created at: March 22, 2026, 3:37 p.m.