Triple

T9980422
Position Surface form Disambiguated ID Type / Status
Subject Lora (Leah) Riggs E196436 entity
Predicate alsoKnownAs P39 FINISHED
Object Leah Riggs
Leah Riggs is an individual known primarily under the name Lora (Leah) Riggs, though further widely recognized public information about her is limited.
E834155 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: Leah Riggs | Statement: [Lora (Leah) Riggs, alsoKnownAs, Leah Riggs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leah Riggs
Context triple: [Lora (Leah) Riggs, alsoKnownAs, Leah Riggs]
  • A. Leah Lewis
    Leah Lewis is an American actress and singer best known for her leading voice role as Ember in Pixar's animated film "Elemental" and for starring in the TV series "Nancy Drew."
  • B. Leah O’Brien-Amico
    Leah O’Brien-Amico is a former American softball outfielder and three-time Olympic gold medalist who starred at the University of Arizona and became one of the sport’s most accomplished hitters.
  • C. Leah Hanwell
    Leah Hanwell is a central character in Zadie Smith’s novel "NW," depicted as a working-class Londoner navigating friendship, identity, and social mobility in contemporary northwest London.
  • D. Ria Lewerke
    Ria Lewerke is a graphic designer and art director known for creating album cover artwork for various recording artists.
  • E. Kylie Rogers
    Kylie Rogers is an American actress best known for her lead role as the young girl in the faith-based drama film "Miracles from Heaven."
  • 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: Leah Riggs
Triple: [Lora (Leah) Riggs, alsoKnownAs, Leah Riggs]
Generated description
Leah Riggs is an individual known primarily under the name Lora (Leah) Riggs, though further widely recognized public information about her is limited.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leah Riggs
Target entity description: Leah Riggs is an individual known primarily under the name Lora (Leah) Riggs, though further widely recognized public information about her is limited.
  • A. Leah Lewis
    Leah Lewis is an American actress and singer best known for her leading voice role as Ember in Pixar's animated film "Elemental" and for starring in the TV series "Nancy Drew."
  • B. Leah O’Brien-Amico
    Leah O’Brien-Amico is a former American softball outfielder and three-time Olympic gold medalist who starred at the University of Arizona and became one of the sport’s most accomplished hitters.
  • C. Leah Hanwell
    Leah Hanwell is a central character in Zadie Smith’s novel "NW," depicted as a working-class Londoner navigating friendship, identity, and social mobility in contemporary northwest London.
  • D. Ria Lewerke
    Ria Lewerke is a graphic designer and art director known for creating album cover artwork for various recording artists.
  • E. Kylie Rogers
    Kylie Rogers is an American actress best known for her lead role as the young girl in the faith-based drama film "Miracles from Heaven."
  • 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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb8b9aca881908a9b5dfd7e0de4ba completed April 2, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257df420881909edac01b4e331c1e completed April 5, 2026, 12:38 p.m.
NEDg Description generation batch_69d258b6d9c0819096dbd3e85dc6adfc completed April 5, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69d25981db3c8190b7b4935cdcc1fe1c completed April 5, 2026, 12:45 p.m.
Created at: March 30, 2026, 8:49 p.m.