Triple
T10889034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Marsh |
E257125
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Margaret Mitchell
Margaret Mitchell was an American novelist best known as the author of the Pulitzer Prize–winning Civil War–era novel "Gone with the Wind."
|
E48312
|
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: Margaret Mitchell | Statement: [John Marsh, spouse, Margaret Mitchell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaret Mitchell Context triple: [John Marsh, spouse, Margaret Mitchell]
-
A.
Margaret Mitchell
Margaret Mitchell was an American novelist best known for writing the Pulitzer Prize–winning Civil War epic "Gone with the Wind."
-
B.
Harper Lee
Harper Lee was an American novelist best known for her Pulitzer Prize–winning classic "To Kill a Mockingbird," a seminal work on racial injustice in the American South.
-
C.
Fannie Hurst
Fannie Hurst was a popular early 20th-century American novelist and short-story writer known for her melodramatic tales of women’s lives and social issues, many of which were adapted into successful films.
-
D.
Marjorie Kinnan Rawlings
Marjorie Kinnan Rawlings was an American author best known for her Pulitzer Prize–winning novel "The Yearling," which portrays rural life in the Florida backwoods.
-
E.
Estelle Oldham Faulkner
Estelle Oldham Faulkner was the longtime wife of American novelist William Faulkner and a central figure in his personal life and literary milieu in Oxford, Mississippi.
- 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: Margaret Mitchell Triple: [John Marsh, spouse, Margaret Mitchell]
Generated description
Margaret Mitchell was an American novelist best known as the author of the Pulitzer Prize–winning Civil War–era novel "Gone with the Wind."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaret Mitchell Target entity description: Margaret Mitchell was an American novelist best known as the author of the Pulitzer Prize–winning Civil War–era novel "Gone with the Wind."
-
A.
Margaret Mitchell
chosen
Margaret Mitchell was an American novelist best known for writing the Pulitzer Prize–winning Civil War epic "Gone with the Wind."
-
B.
Harper Lee
Harper Lee was an American novelist best known for her Pulitzer Prize–winning classic "To Kill a Mockingbird," a seminal work on racial injustice in the American South.
-
C.
Fannie Hurst
Fannie Hurst was a popular early 20th-century American novelist and short-story writer known for her melodramatic tales of women’s lives and social issues, many of which were adapted into successful films.
-
D.
Marjorie Kinnan Rawlings
Marjorie Kinnan Rawlings was an American author best known for her Pulitzer Prize–winning novel "The Yearling," which portrays rural life in the Florida backwoods.
-
E.
Estelle Oldham Faulkner
Estelle Oldham Faulkner was the longtime wife of American novelist William Faulkner and a central figure in his personal life and literary milieu in Oxford, Mississippi.
- F. None of above.
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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d75202b7248190adeb5780fc5b9199 |
completed | April 9, 2026, 7:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3a91a3e1c819083ef144e7fd5603f |
completed | April 18, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69e3ad00b5c08190a7bf3ecbeae76d88 |
completed | April 18, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3b1efe4a88190884eb5186954cf39 |
completed | April 18, 2026, 4:31 p.m. |
Created at: April 8, 2026, 9:21 p.m.