Triple

T13435322
Position Surface form Disambiguated ID Type / Status
Subject North Baltimore Aquatic Club E320214 entity
Predicate notableAthlete P10392 FINISHED
Object Katie Hoff
Katie Hoff is an American former competitive swimmer and multiple Olympic medalist known for her dominance in individual medley events in the mid-2000s.
E1041678 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: Katie Hoff | Statement: [North Baltimore Aquatic Club, notableAthlete, Katie Hoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Katie Hoff
Context triple: [North Baltimore Aquatic Club, notableAthlete, Katie Hoff]
  • A. Katie Ledecky
    Katie Ledecky is an American freestyle swimmer and multiple-time Olympic and world champion widely regarded as one of the greatest female swimmers in history.
  • B. Courtney Frerichs
    Courtney Frerichs is an American middle-distance runner best known for specializing in the 3000-meter steeplechase and winning a silver medal at the 2020 Tokyo Olympics.
  • C. Kerri Walsh Jennings
    Kerri Walsh Jennings is an American beach volleyball player and three-time Olympic gold medalist widely regarded as one of the greatest in the sport’s history.
  • D. Lilly King
    Lilly King is an American breaststroke specialist and multiple Olympic gold medalist known for her dominance and outspoken stance against doping in swimming.
  • E. Elana Karp
    Elana Karp is a cookbook author and culinary professional known for her collaborative work in contemporary Jewish and Israeli-inspired cuisine.
  • 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: Katie Hoff
Triple: [North Baltimore Aquatic Club, notableAthlete, Katie Hoff]
Generated description
Katie Hoff is an American former competitive swimmer and multiple Olympic medalist known for her dominance in individual medley events in the mid-2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Katie Hoff
Target entity description: Katie Hoff is an American former competitive swimmer and multiple Olympic medalist known for her dominance in individual medley events in the mid-2000s.
  • A. Katie Ledecky
    Katie Ledecky is an American freestyle swimmer and multiple-time Olympic and world champion widely regarded as one of the greatest female swimmers in history.
  • B. Courtney Frerichs
    Courtney Frerichs is an American middle-distance runner best known for specializing in the 3000-meter steeplechase and winning a silver medal at the 2020 Tokyo Olympics.
  • C. Kerri Walsh Jennings
    Kerri Walsh Jennings is an American beach volleyball player and three-time Olympic gold medalist widely regarded as one of the greatest in the sport’s history.
  • D. Lilly King
    Lilly King is an American breaststroke specialist and multiple Olympic gold medalist known for her dominance and outspoken stance against doping in swimming.
  • E. Elana Karp
    Elana Karp is a cookbook author and culinary professional known for her collaborative work in contemporary Jewish and Israeli-inspired cuisine.
  • 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_69d80761e6cc8190a90c844589998ecc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaee29fec81908b07b4fca2922242 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f739902d148190ac14ac66f1f9512f completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73d6051e48190a39e8de98bfb839a completed May 3, 2026, 12:19 p.m.
NED2 Entity disambiguation (via description) batch_69f7411fbb9481908f0106b01f2583bf completed May 3, 2026, 12:35 p.m.
Created at: April 9, 2026, 9:40 p.m.