Triple
T16286015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ehrenreich |
E395389
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Paul Ehrenreich
Paul Ehrenreich was a German ethnologist and anthropologist known for his pioneering fieldwork and studies of Indigenous peoples in Brazil during the late 19th and early 20th centuries.
|
E1205148
|
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: Paul Ehrenreich | Statement: [Ehrenreich, hasNotableBearer, Paul Ehrenreich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Ehrenreich Context triple: [Ehrenreich, hasNotableBearer, Paul Ehrenreich]
-
A.
John Ehrenreich
John Ehrenreich is an American psychologist, author, and academic known for his work on social class, mental health, and critiques of U.S. social policy.
-
B.
Ben Ehrenreich
Ben Ehrenreich is an American novelist and journalist known for his politically engaged writing and reportage, including works on Palestine and climate crisis.
-
C.
Rich Ehrenreich
Rich Ehrenreich is an American sports executive best known for owning and operating independent minor league baseball teams, including the Schaumburg Flyers.
-
D.
Barbara Ehrenreich
Barbara Ehrenreich was an American author, journalist, and social critic best known for her incisive examinations of class, labor, and economic inequality in works such as "Nickel and Dimed."
-
E.
Glenn Dobbs
Glenn Dobbs was an American football player and coach best known as a star quarterback at Tulsa and in the AAFC before later leading the University of Tulsa’s football program.
- 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: Paul Ehrenreich Triple: [Ehrenreich, hasNotableBearer, Paul Ehrenreich]
Generated description
Paul Ehrenreich was a German ethnologist and anthropologist known for his pioneering fieldwork and studies of Indigenous peoples in Brazil during the late 19th and early 20th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Ehrenreich Target entity description: Paul Ehrenreich was a German ethnologist and anthropologist known for his pioneering fieldwork and studies of Indigenous peoples in Brazil during the late 19th and early 20th centuries.
-
A.
John Ehrenreich
John Ehrenreich is an American psychologist, author, and academic known for his work on social class, mental health, and critiques of U.S. social policy.
-
B.
Ben Ehrenreich
Ben Ehrenreich is an American novelist and journalist known for his politically engaged writing and reportage, including works on Palestine and climate crisis.
-
C.
Rich Ehrenreich
Rich Ehrenreich is an American sports executive best known for owning and operating independent minor league baseball teams, including the Schaumburg Flyers.
-
D.
Barbara Ehrenreich
Barbara Ehrenreich was an American author, journalist, and social critic best known for her incisive examinations of class, labor, and economic inequality in works such as "Nickel and Dimed."
-
E.
Glenn Dobbs
Glenn Dobbs was an American football player and coach best known as a star quarterback at Tulsa and in the AAFC before later leading the University of Tulsa’s football program.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24914bda08190a5d6315414ee3f76 |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f94ede48190835e8a0c6f5d0f19 |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a002067aa708190bc2583c95ab133a4 |
completed | May 10, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00214a2a908190a11388a63de1f7af |
completed | May 10, 2026, 6:10 a.m. |
Created at: April 10, 2026, 5:05 a.m.