Triple
T8737532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George P. Shultz |
E207422
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Shultz
Shultz is a surname most prominently associated with George P. Shultz, a key American economist, diplomat, and former U.S. Secretary of State.
|
E755703
|
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: Shultz | Statement: [George P. Shultz, familyName, Shultz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shultz Context triple: [George P. Shultz, familyName, Shultz]
-
A.
Henry Shultz
Henry Shultz was a 19th-century entrepreneur and bridge builder best known for establishing the town of Hamburg, South Carolina, as a commercial rival to nearby Augusta, Georgia.
-
B.
Frank Gresham
Frank Gresham is a central character in Anthony Trollope’s novel "Doctor Thorne," portrayed as a young English gentleman torn between love and the financial pressures of his aristocratic family.
-
C.
Newt Geiszler
Newt Geiszler is a quirky, hyper-intelligent kaiju-obsessed scientist and former PPDC researcher in the Pacific Rim film series.
-
D.
Walden Schmidt
Walden Schmidt is a wealthy, socially awkward internet billionaire who becomes one of the central characters in the sitcom "Two and a Half Men."
-
E.
Al Downing
Al Downing is a former Major League Baseball left-handed pitcher best known for giving up Hank Aaron’s record-breaking 715th home run in 1974.
- 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: Shultz Triple: [George P. Shultz, familyName, Shultz]
Generated description
Shultz is a surname most prominently associated with George P. Shultz, a key American economist, diplomat, and former U.S. Secretary of State.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shultz Target entity description: Shultz is a surname most prominently associated with George P. Shultz, a key American economist, diplomat, and former U.S. Secretary of State.
-
A.
Henry Shultz
Henry Shultz was a 19th-century entrepreneur and bridge builder best known for establishing the town of Hamburg, South Carolina, as a commercial rival to nearby Augusta, Georgia.
-
B.
Frank Gresham
Frank Gresham is a central character in Anthony Trollope’s novel "Doctor Thorne," portrayed as a young English gentleman torn between love and the financial pressures of his aristocratic family.
-
C.
Newt Geiszler
Newt Geiszler is a quirky, hyper-intelligent kaiju-obsessed scientist and former PPDC researcher in the Pacific Rim film series.
-
D.
Walden Schmidt
Walden Schmidt is a wealthy, socially awkward internet billionaire who becomes one of the central characters in the sitcom "Two and a Half Men."
-
E.
Al Downing
Al Downing is a former Major League Baseball left-handed pitcher best known for giving up Hank Aaron’s record-breaking 715th home run in 1974.
- 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.