Triple
T8737573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George P. Shultz |
E207422
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Charlotte Mailliard Shultz
Charlotte Mailliard Shultz was a prominent San Francisco socialite and long-serving chief of protocol for the city and state of California, known for her influential role in civic and diplomatic events.
|
E755704
|
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: Charlotte Mailliard Shultz | Statement: [George P. Shultz, spouse, Charlotte Mailliard Shultz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charlotte Mailliard Shultz Context triple: [George P. Shultz, spouse, Charlotte Mailliard Shultz]
-
A.
Elizabeth Lambert Schrafft
Elizabeth Lambert Schrafft was the first wife of American actor and singer Gordon MacRae, with whom she had several children before their divorce.
-
B.
Ruth Livingston Mills
Ruth Livingston Mills was a prominent American socialite and heiress of the Gilded Age, known for her influential role in New York high society and her association with the wealthy Livingston and Mills families.
-
C.
Esther Blodgett
Esther Blodgett is the aspiring singer and actress who becomes a Hollywood star under the stage name Vicki Lester in the 1954 film "A Star Is Born."
-
D.
Millicent Fogel
Millicent Fogel is the birth name of American actress Barbara Bain, best known for her Emmy-winning role as Cinnamon Carter on the television series "Mission: Impossible."
-
E.
Ruth O. Shaw
Ruth O. Shaw is an American voter and lead plaintiff known for challenging a North Carolina congressional redistricting plan in the landmark U.S. Supreme Court case Shaw v. Reno, which reshaped constitutional standards for racial gerrymandering.
- 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: Charlotte Mailliard Shultz Triple: [George P. Shultz, spouse, Charlotte Mailliard Shultz]
Generated description
Charlotte Mailliard Shultz was a prominent San Francisco socialite and long-serving chief of protocol for the city and state of California, known for her influential role in civic and diplomatic events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charlotte Mailliard Shultz Target entity description: Charlotte Mailliard Shultz was a prominent San Francisco socialite and long-serving chief of protocol for the city and state of California, known for her influential role in civic and diplomatic events.
-
A.
Elizabeth Lambert Schrafft
Elizabeth Lambert Schrafft was the first wife of American actor and singer Gordon MacRae, with whom she had several children before their divorce.
-
B.
Ruth Livingston Mills
Ruth Livingston Mills was a prominent American socialite and heiress of the Gilded Age, known for her influential role in New York high society and her association with the wealthy Livingston and Mills families.
-
C.
Esther Blodgett
Esther Blodgett is the aspiring singer and actress who becomes a Hollywood star under the stage name Vicki Lester in the 1954 film "A Star Is Born."
-
D.
Millicent Fogel
Millicent Fogel is the birth name of American actress Barbara Bain, best known for her Emmy-winning role as Cinnamon Carter on the television series "Mission: Impossible."
-
E.
Ruth O. Shaw
Ruth O. Shaw is an American voter and lead plaintiff known for challenging a North Carolina congressional redistricting plan in the landmark U.S. Supreme Court case Shaw v. Reno, which reshaped constitutional standards for racial gerrymandering.
- 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_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d45c96081909aa8509064ff3a04 |
completed | March 31, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf42c9140081909f9c10560757c860 |
completed | April 3, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69cf43ead588819094089bea94c27207 |
completed | April 3, 2026, 4:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf453fa3e4819082466c59649c2f35 |
completed | April 3, 2026, 4:42 a.m. |
Created at: March 30, 2026, 6:38 p.m.