Triple
T19040103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hendrik Hertzberg |
E465976
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Hertzberg
Hertzberg is a surname most prominently associated with American journalist and political commentator Hendrik Hertzberg, known for his work at The New Yorker.
|
E1355544
|
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: Hertzberg | Statement: [Hendrik Hertzberg, familyName, Hertzberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hertzberg Context triple: [Hendrik Hertzberg, familyName, Hertzberg]
-
A.
Herzberg
Herzberg is a German surname most notably associated with Nobel Prize–winning physicist and physical chemist Gerhard Herzberg.
-
B.
Rosenhorn
Rosenhorn is a notable subsidiary peak in the Bernese Alps of Switzerland, forming part of the Wetterhorn massif.
-
C.
Frauenthal
Frauenthal is a historic theater and cultural landmark in Muskegon, Michigan, known for hosting a wide range of performing arts events.
-
D.
Hertzfeld
Hertzfeld is the surname of Andy Hertzfeld, a prominent American software engineer best known for his key role in developing Apple's original Macintosh computer.
-
E.
Hilberseimer
Hilberseimer is the surname of Ludwig Hilberseimer, a German-American architect and urban planner known for his influential modernist city planning theories.
- 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: Hertzberg Triple: [Hendrik Hertzberg, familyName, Hertzberg]
Generated description
Hertzberg is a surname most prominently associated with American journalist and political commentator Hendrik Hertzberg, known for his work at The New Yorker.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hertzberg Target entity description: Hertzberg is a surname most prominently associated with American journalist and political commentator Hendrik Hertzberg, known for his work at The New Yorker.
-
A.
Herzberg
Herzberg is a German surname most notably associated with Nobel Prize–winning physicist and physical chemist Gerhard Herzberg.
-
B.
Rosenhorn
Rosenhorn is a notable subsidiary peak in the Bernese Alps of Switzerland, forming part of the Wetterhorn massif.
-
C.
Frauenthal
Frauenthal is a historic theater and cultural landmark in Muskegon, Michigan, known for hosting a wide range of performing arts events.
-
D.
Hertzfeld
Hertzfeld is the surname of Andy Hertzfeld, a prominent American software engineer best known for his key role in developing Apple's original Macintosh computer.
-
E.
Hilberseimer
Hilberseimer is the surname of Ludwig Hilberseimer, a German-American architect and urban planner known for his influential modernist city planning theories.
- 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_69d8dd0359648190bc2a9202c5cf29d2 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d80054c88190a9d3a49aed504235 |
completed | April 20, 2026, 7:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05c549a6208190bb5258e49d868fea |
completed | May 14, 2026, 12:51 p.m. |
| NEDg | Description generation | batch_6a05c79185d88190801c95dc2aa229fd |
completed | May 14, 2026, 1:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05c7e595688190872825ac7165dcc0 |
completed | May 14, 2026, 1:02 p.m. |
Created at: April 10, 2026, 12:02 p.m.