Triple

T29835005
Position Surface form Disambiguated ID Type / Status
Subject Nikos Salingaros E757630 entity
Predicate hasWritten P2831 FINISHED
Object “Twelve Lectures on Architecture”
“Twelve Lectures on Architecture” is a book by mathematician and architectural theorist Nikos Salingaros that presents his science-based critique of modernist architecture and outlines principles for human-centered, traditional, and fractal design.
 E1886229 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: “Twelve Lectures on Architecture” | Statement: [Nikos Salingaros, hasWritten, “Twelve Lectures on Architecture”]
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: “Twelve Lectures on Architecture”
Triple: [Nikos Salingaros, hasWritten, “Twelve Lectures on Architecture”]
Generated description
“Twelve Lectures on Architecture” is a book by mathematician and architectural theorist Nikos Salingaros that presents his science-based critique of modernist architecture and outlines principles for human-centered, traditional, and fractal design.

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_69f224593f6c81908785a560fe659f58 completed April 29, 2026, 3:31 p.m.
NER Named-entity recognition batch_69f6760471448190bb815c8e3ea70466 completed May 2, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a26e607445c81908fcb5c49cdc0a8b6 completed June 8, 2026, 3:55 p.m.
NEDg Description generation batch_6a26e6f38a9c8190a15b80bd37b0b333 completed June 8, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_6a26e7de09548190adfb56b57b826c9e completed June 8, 2026, 4:03 p.m.
Created at: April 29, 2026, 5:36 p.m.