Triple
T10516051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin, Massachusetts |
E248034
|
entity |
| Predicate | hasNotablePerson |
P304
|
FINISHED |
| Object |
Heather Cox Richardson
Heather Cox Richardson is an American historian and professor best known for her work on American political history and her widely read political commentary and newsletters.
|
E868380
|
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: Heather Cox Richardson | Statement: [Franklin, Massachusetts, hasNotablePerson, Heather Cox Richardson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heather Cox Richardson Context triple: [Franklin, Massachusetts, hasNotablePerson, Heather Cox Richardson]
-
A.
Kathleen Middlekauff
Kathleen Middlekauff is an American academic and former spouse of investigative journalist and author Bob Woodward.
-
B.
Ellen Rosenblum
Ellen Rosenblum is an American lawyer and politician who has served as Oregon’s first female attorney general, focusing on consumer protection, civil rights, and environmental issues.
-
C.
Kathleen Buhle
Kathleen Buhle is an American nonprofit executive and author best known as the ex-wife of Hunter Biden and for her memoir detailing their marriage and divorce.
-
D.
Mary Louise Miller
Mary Louise Miller was an actress who appeared in early American silent cinema, including the 1926 film "Sparrows."
-
E.
Naomi Foner
Naomi Foner is an American screenwriter and film producer best known for writing the acclaimed drama "Running on Empty" and for being the mother of actors Maggie and Jake Gyllenhaal.
- 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: Heather Cox Richardson Triple: [Franklin, Massachusetts, hasNotablePerson, Heather Cox Richardson]
Generated description
Heather Cox Richardson is an American historian and professor best known for her work on American political history and her widely read political commentary and newsletters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heather Cox Richardson Target entity description: Heather Cox Richardson is an American historian and professor best known for her work on American political history and her widely read political commentary and newsletters.
-
A.
Kathleen Middlekauff
Kathleen Middlekauff is an American academic and former spouse of investigative journalist and author Bob Woodward.
-
B.
Ellen Rosenblum
Ellen Rosenblum is an American lawyer and politician who has served as Oregon’s first female attorney general, focusing on consumer protection, civil rights, and environmental issues.
-
C.
Kathleen Buhle
Kathleen Buhle is an American nonprofit executive and author best known as the ex-wife of Hunter Biden and for her memoir detailing their marriage and divorce.
-
D.
Mary Louise Miller
Mary Louise Miller was an actress who appeared in early American silent cinema, including the 1926 film "Sparrows."
-
E.
Naomi Foner
Naomi Foner is an American screenwriter and film producer best known for writing the acclaimed drama "Running on Empty" and for being the mother of actors Maggie and Jake Gyllenhaal.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509cc58b081908ef15aa89b396db6 |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90dfbd364819087c70d3b3580eb7a |
completed | April 10, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_69d9107dc8448190998c4044f68a775e |
completed | April 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d911e7d2dc8190a67b2513607fdf98 |
completed | April 10, 2026, 3:06 p.m. |
Created at: April 6, 2026, 12:28 p.m.