Triple
T17536945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gary Clyde Hufbauer |
E427084
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Hufbauer
Hufbauer is a surname most prominently associated with Gary Clyde Hufbauer, an American economist known for his work on international trade and economic policy.
|
E1274013
|
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: Hufbauer | Statement: [Gary Clyde Hufbauer, familyName, Hufbauer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hufbauer Context triple: [Gary Clyde Hufbauer, familyName, Hufbauer]
-
A.
Neubauer
Neubauer is a German surname borne by various notable individuals, including activists, politicians, and academics.
-
B.
Hofbauer
Hofbauer is an Austrian premium chocolate and confectionery brand owned by Lindt & Sprüngli, known for its traditional pralines and boxed chocolates.
-
C.
Emhoff
Emhoff is the surname of Doug Emhoff, an American lawyer best known as the husband of U.S. Vice President Kamala Harris and the first Second Gentleman of the United States.
-
D.
Eisenhauer
Eisenhauer is a German-origin surname best known as the ancestral form of the name borne by U.S. President Dwight D. Eisenhower.
-
E.
Hufstedler
Hufstedler is the surname of Shirley Hufstedler, a prominent American judge and the first U.S. Secretary of Education.
- 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: Hufbauer Triple: [Gary Clyde Hufbauer, familyName, Hufbauer]
Generated description
Hufbauer is a surname most prominently associated with Gary Clyde Hufbauer, an American economist known for his work on international trade and economic policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hufbauer Target entity description: Hufbauer is a surname most prominently associated with Gary Clyde Hufbauer, an American economist known for his work on international trade and economic policy.
-
A.
Neubauer
Neubauer is a German surname borne by various notable individuals, including activists, politicians, and academics.
-
B.
Hofbauer
Hofbauer is an Austrian premium chocolate and confectionery brand owned by Lindt & Sprüngli, known for its traditional pralines and boxed chocolates.
-
C.
Emhoff
Emhoff is the surname of Doug Emhoff, an American lawyer best known as the husband of U.S. Vice President Kamala Harris and the first Second Gentleman of the United States.
-
D.
Eisenhauer
Eisenhauer is a German-origin surname best known as the ancestral form of the name borne by U.S. President Dwight D. Eisenhower.
-
E.
Hufstedler
Hufstedler is the surname of Shirley Hufstedler, a prominent American judge and the first U.S. Secretary of Education.
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4536d03dc81908b8a58f66657c01a |
completed | April 19, 2026, 4 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c95009fc81909ab2a341c105b046 |
completed | May 11, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_6a01cb6b09648190972d5b26bea7b5bf |
completed | May 11, 2026, 12:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01cbe36900819080ae960724848db8 |
completed | May 11, 2026, 12:30 p.m. |
Created at: April 10, 2026, 5:49 a.m.