Triple

T18396161

Position	Surface form	Disambiguated ID	Type / Status
Subject	Richard N. Frye	`E449874`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Bukhara: The Medieval Achievement Bukhara: The Medieval Achievement is a scholarly historical study by Richard N. Frye that examines the cultural, political, and economic development of the Central Asian city of Bukhara during the medieval period.	`E1322238`	NE FINISHED

How this triple was built (4 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: Bukhara: The Medieval Achievement | Statement: [Richard N. Frye, notableWork, Bukhara: The Medieval Achievement]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Bukhara: The Medieval Achievement
Context triple: [Richard N. Frye, notableWork, Bukhara: The Medieval Achievement]

A. The Caliphs' Last Heritage
The Caliphs' Last Heritage is a historical and travel work by Mark Sykes that examines the late Ottoman Empire and the lands of the former caliphate in the early 20th century.
B. The Geographical Pivot of History
The Geographical Pivot of History is a seminal 1904 geopolitical essay by Halford Mackinder that introduced the influential "Heartland" theory about the strategic centrality of Eurasia in global power politics.
C. Silk Road Journeys: Beyond the Horizon
Silk Road Journeys: Beyond the Horizon is a genre-blending world music album by the Silk Road Ensemble that explores cross-cultural musical traditions inspired by the historic Silk Road.
D. Khoja regimes of Kashgaria
The Khoja regimes of Kashgaria were a series of 18th–19th century theocratic and tribal polities led by Naqshbandi Sufi khojas that ruled parts of Kashgar and surrounding oases in Xinjiang after the decline of earlier Chagatai successor states.
E. An Introduction to Shah Sharaf
An Introduction to Shah Sharaf is a critical study by Najm Hosain Syed that explores the life, poetry, and spiritual legacy of the Punjabi Sufi poet Shah Sharaf.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

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: Bukhara: The Medieval Achievement
Triple: [Richard N. Frye, notableWork, Bukhara: The Medieval Achievement]

Generated description

Bukhara: The Medieval Achievement is a scholarly historical study by Richard N. Frye that examines the cultural, political, and economic development of the Central Asian city of Bukhara during the medieval period.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Bukhara: The Medieval Achievement
Target entity description: Bukhara: The Medieval Achievement is a scholarly historical study by Richard N. Frye that examines the cultural, political, and economic development of the Central Asian city of Bukhara during the medieval period.

A. The Caliphs' Last Heritage
The Caliphs' Last Heritage is a historical and travel work by Mark Sykes that examines the late Ottoman Empire and the lands of the former caliphate in the early 20th century.
B. The Geographical Pivot of History
The Geographical Pivot of History is a seminal 1904 geopolitical essay by Halford Mackinder that introduced the influential "Heartland" theory about the strategic centrality of Eurasia in global power politics.
C. Silk Road Journeys: Beyond the Horizon
Silk Road Journeys: Beyond the Horizon is a genre-blending world music album by the Silk Road Ensemble that explores cross-cultural musical traditions inspired by the historic Silk Road.
D. Khoja regimes of Kashgaria
The Khoja regimes of Kashgaria were a series of 18th–19th century theocratic and tribal polities led by Naqshbandi Sufi khojas that ruled parts of Kashgar and surrounding oases in Xinjiang after the decline of earlier Chagatai successor states.
E. An Introduction to Shah Sharaf
An Introduction to Shah Sharaf is a critical study by Najm Hosain Syed that explores the life, poetry, and spiritual legacy of the Punjabi Sufi poet Shah Sharaf.
F. None of above. chosen

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_69d8b9fab8a8819086a9ddc0871715e0`	completed	April 10, 2026, 8:51 a.m.
NER	Named-entity recognition	`batch_69e51846bb4c8190990f42a792a78ee0`	completed	April 19, 2026, 6 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a03e240976c8190bcdeb3913cc32336`	completed	May 13, 2026, 2:30 a.m.
NEDg	Description generation	`batch_6a03e2e51660819085ec36e697e94e6a`	completed	May 13, 2026, 2:33 a.m.
NED2	Entity disambiguation (via description)	`batch_6a03e39ae800819082963203b07d9042`	completed	May 13, 2026, 2:36 a.m.

Created at: April 10, 2026, 10:46 a.m.