Triple
T22061938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behave |
E545174
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Behavior Engineering for Hindrance Avoidance |
—
|
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 | Statement: [Behave, fullName, Behavior Engineering for Hindrance Avoidance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Behavior Engineering for Hindrance Avoidance Context triple: [Behave, fullName, Behavior Engineering for Hindrance Avoidance]
-
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.
Human Behavior and the Principle of Least Effort
"Human Behavior and the Principle of Least Effort" is a seminal 1949 book by linguist George Kingsley Zipf that proposes people naturally minimize effort in language and behavior, helping explain patterns such as Zipf’s law in word frequencies.
-
C.
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.
-
D.
On Choices and Avoidances
On Choices and Avoidances is an Epicurean philosophical treatise by Philodemus that examines how to rationally select pleasures and avoid pains in the pursuit of a good life.
-
E.
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.
- 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_69e11e3377c48190890c17407b9527d6 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1285d5e508190b3124a70fe55b32e |
completed | April 28, 2026, 9:36 p.m. |
Created at: April 16, 2026, 8:27 p.m.