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.