Triple

T2249407
Position Surface form Disambiguated ID Type / Status
Subject Nneka Ogwumike E49581 entity
Predicate placeOfBirth P1 FINISHED
Object Tomball, Texas, United States
Tomball, Texas, United States is a small city in the Houston metropolitan area known for its historic downtown, railroad heritage, and suburban community character.
 E247452 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: Tomball, Texas, United States | Statement: [Nneka Ogwumike, placeOfBirth, Tomball, Texas, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tomball, Texas, United States
Context triple: [Nneka Ogwumike, placeOfBirth, Tomball, Texas, United States]
  • A. Bonham, Texas, United States
    Bonham is a small city in northeastern Texas that serves as the county seat of Fannin County and is historically associated with longtime U.S. House Speaker Sam Rayburn.
  • B. Rockwall, Texas
    Rockwall, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its lakeside recreation on Lake Ray Hubbard and its namesake natural rock wall formation.
  • C. Little Elm, Texas
    Little Elm, Texas is a rapidly growing suburban town in the Dallas–Fort Worth metroplex known for its extensive shoreline along Lewisville Lake and family-oriented community.
  • D. Richardson, Texas, United States
    Richardson, Texas, United States is a suburban city in the Dallas–Fort Worth metroplex known for its concentration of telecommunications and technology companies and several major corporate headquarters.
  • E. Huntsville, Texas, United States
    Huntsville is a small East Texas city known for its historic association with Sam Houston and as the site of several major Texas state prisons.
  • 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: Tomball, Texas, United States
Triple: [Nneka Ogwumike, placeOfBirth, Tomball, Texas, United States]
Generated description
Tomball, Texas, United States is a small city in the Houston metropolitan area known for its historic downtown, railroad heritage, and suburban community character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tomball, Texas, United States
Target entity description: Tomball, Texas, United States is a small city in the Houston metropolitan area known for its historic downtown, railroad heritage, and suburban community character.
  • A. Bonham, Texas, United States
    Bonham is a small city in northeastern Texas that serves as the county seat of Fannin County and is historically associated with longtime U.S. House Speaker Sam Rayburn.
  • B. Rockwall, Texas
    Rockwall, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its lakeside recreation on Lake Ray Hubbard and its namesake natural rock wall formation.
  • C. Little Elm, Texas
    Little Elm, Texas is a rapidly growing suburban town in the Dallas–Fort Worth metroplex known for its extensive shoreline along Lewisville Lake and family-oriented community.
  • D. Richardson, Texas, United States
    Richardson, Texas, United States is a suburban city in the Dallas–Fort Worth metroplex known for its concentration of telecommunications and technology companies and several major corporate headquarters.
  • E. Huntsville, Texas, United States
    Huntsville is a small East Texas city known for its historic association with Sam Houston and as the site of several major Texas state prisons.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ef74988190a0af51d983cf5658 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1948cc8190921b9fcc12c28db0 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6b73bb688190bcade17d991c4862 completed March 9, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69ae6be4431c81909c9b4ad82226215d completed March 9, 2026, 6:42 a.m.
Created at: March 4, 2026, 7:47 p.m.