Triple
T14586010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Diane Guerrero |
E342316
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Michelle Burford
Michelle Burford is an American writer, journalist, and ghostwriter known for co-authoring numerous high-profile memoirs and inspirational books.
|
E1107925
|
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: Michelle Burford | Statement: [Diane Guerrero, coAuthor, Michelle Burford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Burford Context triple: [Diane Guerrero, coAuthor, Michelle Burford]
-
A.
Emily Dow Partridge
Emily Dow Partridge was a 19th-century Latter-day Saint woman known as one of Joseph Smith’s and later Brigham Young’s plural wives and as a prominent figure in early Mormon pioneer history.
-
B.
Valerie Curtin
Valerie Curtin is an American actress and screenwriter known for her work in film and television, including co-writing the acclaimed legal drama "...And Justice for All."
-
C.
Maria Burton
Maria Burton is a relatively obscure individual whose name alone does not clearly identify a widely known public figure or notable background.
-
D.
Maria Burton
Maria Burton is the adopted daughter of legendary British-American actress Elizabeth Taylor and her fifth husband, producer Mike Todd.
-
E.
Emily Sweeney
Emily Sweeney is a dermatologist who appears as Rajesh Koothrappali’s love interest on the television sitcom "The Big Bang Theory."
- 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: Michelle Burford Triple: [Diane Guerrero, coAuthor, Michelle Burford]
Generated description
Michelle Burford is an American writer, journalist, and ghostwriter known for co-authoring numerous high-profile memoirs and inspirational books.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michelle Burford Target entity description: Michelle Burford is an American writer, journalist, and ghostwriter known for co-authoring numerous high-profile memoirs and inspirational books.
-
A.
Emily Dow Partridge
Emily Dow Partridge was a 19th-century Latter-day Saint woman known as one of Joseph Smith’s and later Brigham Young’s plural wives and as a prominent figure in early Mormon pioneer history.
-
B.
Valerie Curtin
Valerie Curtin is an American actress and screenwriter known for her work in film and television, including co-writing the acclaimed legal drama "...And Justice for All."
-
C.
Maria Burton
Maria Burton is a relatively obscure individual whose name alone does not clearly identify a widely known public figure or notable background.
-
D.
Maria Burton
Maria Burton is the adopted daughter of legendary British-American actress Elizabeth Taylor and her fifth husband, producer Mike Todd.
-
E.
Emily Sweeney
Emily Sweeney is a dermatologist who appears as Rajesh Koothrappali’s love interest on the television sitcom "The Big Bang Theory."
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb421bb308190a457425429ef6aa5 |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94bef27481908c108110dbf21780 |
completed | May 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69fd95a852b88190a1daf0109ef3231e |
completed | May 8, 2026, 7:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd968b01848190b3986bde6015feb4 |
completed | May 8, 2026, 7:53 a.m. |
Created at: April 10, 2026, 1:24 a.m.