Triple

T22109382
Position Surface form Disambiguated ID Type / Status
Subject RFC 4787 E546374 entity
Predicate workingGroup P9939 FINISHED
Object Behavior Engineering for Hindrance Avoidance (BEHAVE) — NE NERFINISHED

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: Behavior Engineering for Hindrance Avoidance (BEHAVE) | Statement: [RFC 4787, workingGroup, Behavior Engineering for Hindrance Avoidance (BEHAVE)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Behavior Engineering for Hindrance Avoidance (BEHAVE)
Context triple: [RFC 4787, workingGroup, Behavior Engineering for Hindrance Avoidance (BEHAVE)]
  • A. Behavior Engineering for Hindrance Avoidance (behave) chosen
    Behavior Engineering for Hindrance Avoidance (behave) was an IETF working group focused on standardizing technologies and practices for Network Address Translation (NAT) traversal and related middlebox behavior to improve end-to-end Internet connectivity.
  • B. A Behavior System
    A Behavior System is a seminal psychological work by Clark L. Hull that presents a systematic, mathematical theory of learning and motivation based on behaviorist principles.
  • C. Engineering of Consent
    Engineering of Consent is a seminal 1955 book by public relations pioneer Edward Bernays that explores how mass media and psychological techniques can be used to shape public opinion and democratic consent.
  • D. The Organization of Behavior
    The Organization of Behavior is a landmark 1949 book by psychologist Donald Hebb that introduced the influential theory of Hebbian learning to explain how neural networks underlie learning and behavior.
  • E. Limits of engineered happiness
    Limits of engineered happiness refers to the idea that artificially imposed pleasure and contentment cannot fully satisfy deeper human needs for individuality, meaning, and authentic emotion.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e11e378dc08190896d6a51597afd5a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1291b9c988190b3ddd06d1f40dc78 completed April 28, 2026, 9:39 p.m.
Created at: April 16, 2026, 8:30 p.m.