Triple
T2920564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ehrlich |
E78710
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Isaac Ehrlich
Isaac Ehrlich is an economist known for his work on the economic analysis of crime, deterrence, and the death penalty.
|
E423118
|
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: Isaac Ehrlich | Statement: [Ehrlich, hasNotableBearer, Isaac Ehrlich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isaac Ehrlich Context triple: [Ehrlich, hasNotableBearer, Isaac Ehrlich]
-
A.
Theodore Shapiro
Theodore Shapiro is an American film composer known for his work on numerous Hollywood comedies and dramas, including scores for major studio films.
-
B.
Herman Lieberman
Herman Lieberman was a prominent Polish socialist politician, lawyer, and parliamentarian active in the early 20th century, known for his leadership in the Polish left and opposition to authoritarianism.
-
C.
Samuel Hoffenstein
Samuel Hoffenstein was an American screenwriter and poet best known for his witty, sophisticated scripts in Hollywood films of the 1930s and 1940s.
-
D.
Ezra Swerdlow
Ezra Swerdlow was an American film producer and production manager known for his work on numerous major Hollywood films from the 1980s through the 2000s.
-
E.
Isaac Horowitz
Isaac Horowitz was a prominent control theorist and engineer known for his influential contributions to feedback control system design and robust control theory.
- 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: Isaac Ehrlich Triple: [Ehrlich, hasNotableBearer, Isaac Ehrlich]
Generated description
Isaac Ehrlich is an economist known for his work on the economic analysis of crime, deterrence, and the death penalty.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isaac Ehrlich Target entity description: Isaac Ehrlich is an economist known for his work on the economic analysis of crime, deterrence, and the death penalty.
-
A.
Theodore Shapiro
Theodore Shapiro is an American film composer known for his work on numerous Hollywood comedies and dramas, including scores for major studio films.
-
B.
Herman Lieberman
Herman Lieberman was a prominent Polish socialist politician, lawyer, and parliamentarian active in the early 20th century, known for his leadership in the Polish left and opposition to authoritarianism.
-
C.
Samuel Hoffenstein
Samuel Hoffenstein was an American screenwriter and poet best known for his witty, sophisticated scripts in Hollywood films of the 1930s and 1940s.
-
D.
Ezra Swerdlow
Ezra Swerdlow was an American film producer and production manager known for his work on numerous major Hollywood films from the 1980s through the 2000s.
-
E.
Isaac Horowitz
Isaac Horowitz was a prominent control theorist and engineer known for his influential contributions to feedback control system design and robust control theory.
- 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_69ad8b0c2ad081909ff87050ae542bb9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad96a672f88190851e487dac18d43f |
completed | March 8, 2026, 3:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a81796fc8190b96e1feff3a73cba |
completed | March 14, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69b5a8a660bc8190bef754d74ec770b3 |
completed | March 14, 2026, 6:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a93451388190bd40c55634c8f6f0 |
completed | March 14, 2026, 6:30 p.m. |
Created at: March 8, 2026, 2:54 p.m.