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.