Triple

T33247389
Position Surface form Disambiguated ID Type / Status
Subject The Bell Curve E851137 entity
Predicate subtitle P2765 FINISHED
Object Intelligence and Class Structure in American Life
Intelligence and Class Structure in American Life is the controversial 1994 book by Richard J. Herrnstein and Charles Murray that argues human intelligence, as measured by IQ, is a major determinant of social stratification in the United States.
 E2043127 NE FINISHED

How this triple was built (2 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: Intelligence and Class Structure in American Life | Statement: [The Bell Curve, subtitle, Intelligence and Class Structure in American Life]
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: Intelligence and Class Structure in American Life
Triple: [The Bell Curve, subtitle, Intelligence and Class Structure in American Life]
Generated description
Intelligence and Class Structure in American Life is the controversial 1994 book by Richard J. Herrnstein and Charles Murray that argues human intelligence, as measured by IQ, is a major determinant of social stratification in the United States.

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_69f34962386c81909ddc3bf9e18ddeb8 completed April 30, 2026, 12:21 p.m.
NER Named-entity recognition batch_69f6daf4ae588190b8884f67b6bc616d completed May 3, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a35390da9708190ab2e0d481db10a5c completed June 19, 2026, 12:41 p.m.
NEDg Description generation batch_6a3539c022308190bd3f226e23e46c84 completed June 19, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_6a353a6dab4881909783ce7342655773 completed June 19, 2026, 12:47 p.m.
Created at: May 1, 2026, 1:31 a.m.