Triple

T11426240
Position Surface form Disambiguated ID Type / Status
Subject Gloria Loring E270756 entity
Predicate familyName P18 FINISHED
Object Loring
Loring is a surname most notably associated with American singer and actress Gloria Loring.
 E925950 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: Loring | Statement: [Gloria Loring, familyName, Loring]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loring
Context triple: [Gloria Loring, familyName, Loring]
  • A. Fairlawn
    Fairlawn is a residential neighborhood and community within the city of Pawtucket in Providence County, Rhode Island.
  • B. Mapleton
    Mapleton is a small rural town in the Sunshine Coast hinterland of Queensland, Australia, known for its scenic views, rainforest walks, and proximity to Mapleton Falls National Park.
  • C. Mapleton
    Mapleton is a small village in Derbyshire, England, known for its picturesque rural setting in the Peak District near the River Dove.
  • D. Mapleton
    Mapleton is a rural township municipality in Wellington County, Ontario, known for its agricultural landscape and small communities.
  • E. Mapleton
    Mapleton is a locality adjacent to Gravesend, likely a residential neighborhood or area within the same broader region.
  • 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: Loring
Triple: [Gloria Loring, familyName, Loring]
Generated description
Loring is a surname most notably associated with American singer and actress Gloria Loring.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loring
Target entity description: Loring is a surname most notably associated with American singer and actress Gloria Loring.
  • A. Fairlawn
    Fairlawn is a residential neighborhood and community within the city of Pawtucket in Providence County, Rhode Island.
  • B. Mapleton
    Mapleton is a small village in Derbyshire, England, known for its picturesque rural setting in the Peak District near the River Dove.
  • C. Mapleton
    Mapleton is a rural township municipality in Wellington County, Ontario, known for its agricultural landscape and small communities.
  • D. Mapleton
    Mapleton is a locality adjacent to Gravesend, likely a residential neighborhood or area within the same broader region.
  • E. Mapleton
    Mapleton is a primarily residential neighborhood in southwestern Brooklyn, New York City, known for its quiet streets and diverse community.
  • 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_69d6aadeef688190874bcecd88b3dd9b completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d806c000b88190bfaa646b2dc424b7 completed April 9, 2026, 8:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d36004cc81908222321af88d2903 completed April 20, 2026, 7:18 a.m.
NEDg Description generation batch_69e5d659fd7c819090b168168e355cb8 completed April 20, 2026, 7:31 a.m.
NED2 Entity disambiguation (via description) batch_69e5d7f238cc8190a1c2dd26bdc5ff77 completed April 20, 2026, 7:38 a.m.
Created at: April 8, 2026, 9:35 p.m.