Triple
T7030667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | H. Halberstam |
E163260
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object |
Heilbronn Halberstam
Heilbronn–Halberstam refers to a result in analytic number theory, associated with Hans Heilbronn and H. Halberstam, concerning the distribution of prime numbers in arithmetic progressions.
|
E637295
|
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: Heilbronn Halberstam | Statement: [H. Halberstam, name, Heilbronn Halberstam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heilbronn Halberstam Context triple: [H. Halberstam, name, Heilbronn Halberstam]
-
A.
Gerhard Weinberg
Gerhard Weinberg is a German-born American historian renowned for his comprehensive scholarship on World War II and the origins and conduct of the Nazi regime.
-
B.
Walter Blum
Walter Blum is a German mathematician known for his contributions to algebra and mathematical education.
-
C.
Charles Schoenbaum
Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
-
D.
Frederick Hollander
Frederick Hollander was a German-born composer and songwriter best known for his film scores and cabaret music, particularly in Hollywood during the 1930s and 1940s.
-
E.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
- 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: Heilbronn Halberstam Triple: [H. Halberstam, name, Heilbronn Halberstam]
Generated description
Heilbronn–Halberstam refers to a result in analytic number theory, associated with Hans Heilbronn and H. Halberstam, concerning the distribution of prime numbers in arithmetic progressions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heilbronn Halberstam Target entity description: Heilbronn–Halberstam refers to a result in analytic number theory, associated with Hans Heilbronn and H. Halberstam, concerning the distribution of prime numbers in arithmetic progressions.
-
A.
Gerhard Weinberg
Gerhard Weinberg is a German-born American historian renowned for his comprehensive scholarship on World War II and the origins and conduct of the Nazi regime.
-
B.
Walter Blum
Walter Blum is a German mathematician known for his contributions to algebra and mathematical education.
-
C.
Charles Schoenbaum
Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
-
D.
Frederick Hollander
Frederick Hollander was a German-born composer and songwriter best known for his film scores and cabaret music, particularly in Hollywood during the 1930s and 1940s.
-
E.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
- 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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e20dbc8c8190a7446290747d8078 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c775980920819081d31b8d2843fb3d |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c77aa1c704819088a9561ac55f9037 |
completed | March 28, 2026, 6:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77b082f3c8190a649297ce0f816bb |
completed | March 28, 2026, 6:54 a.m. |
Created at: March 27, 2026, 2:35 p.m.