Triple

T25350482

Position	Surface form	Disambiguated ID	Type / Status
Subject	Zones of Thought	`E635667`	entity
Predicate	hasZoneOrdering	`P97225`	FINISHED
Object	Unthinking Depths below Slow Zone The Unthinking Depths below the Slow Zone is the lowest tier in Vernor Vinge’s Zones of Thought cosmology, a region where intelligence and complex technology are effectively impossible.	`E1676027`	NE FINISHED

How this triple was built (3 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: Unthinking Depths below Slow Zone | Statement: [Zones of Thought, hasZoneOrdering, Unthinking Depths below Slow Zone]

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: Unthinking Depths below Slow Zone
Triple: [Zones of Thought, hasZoneOrdering, Unthinking Depths below Slow Zone]

Generated description

The Unthinking Depths below the Slow Zone is the lowest tier in Vernor Vinge’s Zones of Thought cosmology, a region where intelligence and complex technology are effectively impossible.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: hasZoneOrdering
Context triple: [Zones of Thought, hasZoneOrdering, Unthinking Depths below Slow Zone]

A. hasOrderingMethod
Indicates that there is a specific method or procedure used to place or arrange an order for something.
B. hasColumnOrder
Indicates that one column in a sequence is positioned before or after another column, specifying their relative ordering.
C. hasElementOrder chosen
Indicates that one entity is ordered or ranked relative to another within a sequence or hierarchy.
D. hasOrderStructure
Indicates that there is a defined ordering relation imposed on the elements of a set or collection, specifying how they are arranged or compared in terms of order.
E. columnOrderUsed
Indicates that a specific ordering of columns is applied or relied upon in a given context or operation.
F. None of above.

Provenance (6 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_69e75a9ac5d881909387ed766e20cd47`	completed	April 21, 2026, 11:08 a.m.
NER	Named-entity recognition	`batch_69f49dfb8c688190aad99932e6fe956a`	completed	May 1, 2026, 12:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a1075fb5d388190ab80c8125fd9057c`	completed	May 22, 2026, 3:27 p.m.
NEDg	Description generation	`batch_6a10771a5a648190844a509e6ac507be`	completed	May 22, 2026, 3:32 p.m.
NED2	Entity disambiguation (via description)	`batch_6a1077d01fa08190b5439eba879538ef`	completed	May 22, 2026, 3:35 p.m.
PD	Predicate disambiguation	`batch_69f45d0dbc8c8190beecce679fce90a4`	completed	May 1, 2026, 7:58 a.m.

Created at: April 21, 2026, 1:34 p.m.