Triple
T17094246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haley Barbour |
E414801
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Marsha Barbour
Marsha Barbour is an American public figure best known as the former First Lady of Mississippi and the wife of former Governor Haley Barbour.
|
E1249890
|
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: Marsha Barbour | Statement: [Haley Barbour, spouse, Marsha Barbour]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marsha Barbour Context triple: [Haley Barbour, spouse, Marsha Barbour]
-
A.
Marta Heflin
Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
-
B.
Barbara Blakeley
Barbara Blakeley, later known as Barbara Marx, was an American model and Las Vegas showgirl best known as the fourth and final wife of singer Frank Sinatra.
-
C.
Dawn Clark Netsch
Dawn Clark Netsch was an American lawyer, law professor, and pioneering Illinois politician who became the first woman elected to statewide executive office in Illinois as comptroller and was known for her advocacy of government ethics and tax reform.
-
D.
Cynthia Pepper
Cynthia Pepper is an American actress best known for her film and television work in the early 1960s, including a prominent role opposite Elvis Presley.
-
E.
Roberta Sue Ficker
Roberta Sue Ficker is the birth name of Suzanne Farrell, the renowned American ballerina and longtime muse of choreographer George Balanchine.
- 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: Marsha Barbour Triple: [Haley Barbour, spouse, Marsha Barbour]
Generated description
Marsha Barbour is an American public figure best known as the former First Lady of Mississippi and the wife of former Governor Haley Barbour.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marsha Barbour Target entity description: Marsha Barbour is an American public figure best known as the former First Lady of Mississippi and the wife of former Governor Haley Barbour.
-
A.
Marta Heflin
Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
-
B.
Barbara Blakeley
Barbara Blakeley, later known as Barbara Marx, was an American model and Las Vegas showgirl best known as the fourth and final wife of singer Frank Sinatra.
-
C.
Dawn Clark Netsch
Dawn Clark Netsch was an American lawyer, law professor, and pioneering Illinois politician who became the first woman elected to statewide executive office in Illinois as comptroller and was known for her advocacy of government ethics and tax reform.
-
D.
Cynthia Pepper
Cynthia Pepper is an American actress best known for her film and television work in the early 1960s, including a prominent role opposite Elvis Presley.
-
E.
Roberta Sue Ficker
Roberta Sue Ficker is the birth name of Suzanne Farrell, the renowned American ballerina and longtime muse of choreographer George Balanchine.
- 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_69d886cfc8e88190b05ba466edd35591 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbfb89348190942984037bd3bd2e |
completed | April 18, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012eec0d5c8190806e756aae848ba2 |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a012f7f8b148190914b0d7cfb2d5c5c |
completed | May 11, 2026, 1:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a012ffb67d4819099ec8d668cb590c9 |
completed | May 11, 2026, 1:25 a.m. |
Created at: April 10, 2026, 5:35 a.m.