Triple

T3295142
Position Surface form Disambiguated ID Type / Status
Subject Freddie Gibbs E69196 entity
Predicate familyName P18 FINISHED
Object Tipton
Tipton is the surname of American rapper Freddie Gibbs, whose real name is Fredrick Jamel Tipton.
 E343482 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: Tipton | Statement: [Freddie Gibbs, familyName, Tipton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tipton
Context triple: [Freddie Gibbs, familyName, Tipton]
  • A. Cullman
    Cullman is a small city in north-central Alabama known for its German heritage, historic downtown, and proximity to Smith Lake.
  • B. Pickens
    Pickens is a surname of Scottish origin that has been borne by several notable American political and military figures.
  • C. Tarrant, Alabama
    Tarrant, Alabama is a small industrial city in Jefferson County, near Birmingham, known historically for its steel and manufacturing operations.
  • D. Tuscumbia
    Tuscumbia is a small historic city in northwestern Alabama, best known as the birthplace of Helen Keller and for its role in the early development of the region.
  • E. Aiken
    Aiken is a variant spelling of the surname Aitken, which is of Scottish origin.
  • 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: Tipton
Triple: [Freddie Gibbs, familyName, Tipton]
Generated description
Tipton is the surname of American rapper Freddie Gibbs, whose real name is Fredrick Jamel Tipton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tipton
Target entity description: Tipton is the surname of American rapper Freddie Gibbs, whose real name is Fredrick Jamel Tipton.
  • A. Cullman
    Cullman is a small city in north-central Alabama known for its German heritage, historic downtown, and proximity to Smith Lake.
  • B. Pickens
    Pickens is a surname of Scottish origin that has been borne by several notable American political and military figures.
  • C. Tarrant, Alabama
    Tarrant, Alabama is a small industrial city in Jefferson County, near Birmingham, known historically for its steel and manufacturing operations.
  • D. Tuscumbia
    Tuscumbia is a small historic city in northwestern Alabama, best known as the birthplace of Helen Keller and for its role in the early development of the region.
  • E. Aiken
    Aiken is a variant spelling of the surname Aitken, which is of Scottish origin.
  • 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb07661748190bf57469e101c5283 completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e86b8e04819091f4a4ae6d6a87ad completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2e8f6a7c48190bc457f348c3a7179 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e98804b8819097ef1fd498f13c9b completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:10 p.m.