Triple

T14912775
Position Surface form Disambiguated ID Type / Status
Subject Lori Trahan E371303 entity
Predicate birth name P9233 FINISHED
Object Lori Ann Loureiro
Lori Ann Loureiro is an American politician and U.S. Representative from Massachusetts, better known by her married name, Lori Trahan.
E1221773 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: Lori Ann Loureiro | Statement: [Lori Trahan, birth name, Lori Ann Loureiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lori Ann Loureiro
Context triple: [Lori Trahan, birth name, Lori Ann Loureiro]
  • A. Lori Nichol
    Lori Nichol is a renowned figure skating choreographer known for crafting sophisticated, artistically acclaimed programs for many of the sport’s top skaters.
  • B. Laura Lopes
    Laura Lopes is a British art curator and gallery co-founder, best known as the daughter of Queen Camilla and her first husband, Andrew Parker Bowles.
  • C. Kristie Canegallo
    Kristie Canegallo is an American government official and policy advisor who has served in senior operational and national security roles in the White House and federal administration.
  • D. Laurie Borg
    Laurie Borg is a film and television producer known for his work on acclaimed projects including the biographical drama "The Two Popes."
  • E. Valerie Ann Sandobal
    Valerie Ann Sandobal is known as the wife of American actor John Astin, recognized for his role as Gomez Addams in the original "The Addams Family" television series.
  • 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: Lori Ann Loureiro
Triple: [Lori Trahan, birth name, Lori Ann Loureiro]
Generated description
Lori Ann Loureiro is an American politician and U.S. Representative from Massachusetts, better known by her married name, Lori Trahan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lori Ann Loureiro
Target entity description: Lori Ann Loureiro is an American politician and U.S. Representative from Massachusetts, better known by her married name, Lori Trahan.
  • A. Lori Nichol
    Lori Nichol is a renowned figure skating choreographer known for crafting sophisticated, artistically acclaimed programs for many of the sport’s top skaters.
  • B. Laura Lopes
    Laura Lopes is a British art curator and gallery co-founder, best known as the daughter of Queen Camilla and her first husband, Andrew Parker Bowles.
  • C. Kristie Canegallo
    Kristie Canegallo is an American government official and policy advisor who has served in senior operational and national security roles in the White House and federal administration.
  • D. Laurie Borg
    Laurie Borg is a film and television producer known for his work on acclaimed projects including the biographical drama "The Two Popes."
  • E. Valerie Ann Sandobal
    Valerie Ann Sandobal is known as the wife of American actor John Astin, recognized for his role as Gomez Addams in the original "The Addams Family" television series.
  • 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded61d75008190b6f9a1a38137836f completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ec7a4748190822e66a756bc95b9 completed May 10, 2026, 11:40 a.m.
NEDg Description generation batch_6a006fa02870819083c1b25eb4c8ffad completed May 10, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0070aee0248190b3463b98a739d1ae completed May 10, 2026, 11:49 a.m.
Created at: April 10, 2026, 2:27 a.m.