Triple

T4512363

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ancient India	`E102079`	entity
Predicate	educationCenter	`P345`	FINISHED
Object	Takshashila university Takshashila University was one of the earliest and most renowned centers of higher learning in ancient India, attracting students from across Asia to study subjects ranging from philosophy and medicine to politics and astronomy.	`E448493`	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: Takshashila university | Statement: [Ancient India, educationCenter, Takshashila university]

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

Target entity: Takshashila university
Context triple: [Ancient India, educationCenter, Takshashila university]

A. Nalanda
Nalanda is an ancient Buddhist monastic university and renowned archaeological site in present-day Bihar, India, celebrated as one of the world’s earliest centers of higher learning.
B. Banaras Hindu University
Banaras Hindu University is a major public central university in Varanasi, India, renowned for its large residential campus and comprehensive programs in arts, sciences, engineering, medicine, and more.
C. Kurukshetra University
Kurukshetra University is a public state university in Kurukshetra, Haryana, India, known for its wide range of academic programs and historical setting near the Kurukshetra battlefield of the Mahabharata.
D. Sampurnanand Sanskrit University
Sampurnanand Sanskrit University is a renowned institution in Varanasi, India, dedicated to the study and preservation of Sanskrit language, literature, and traditional Indian scholarship.
E. South Asian University
South Asian University is an international higher education and research institution in New Delhi established by the South Asian Association for Regional Cooperation (SAARC) to foster regional cooperation and academic excellence among South Asian countries.
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: Takshashila university
Triple: [Ancient India, educationCenter, Takshashila university]

Generated description

Takshashila University was one of the earliest and most renowned centers of higher learning in ancient India, attracting students from across Asia to study subjects ranging from philosophy and medicine to politics and astronomy.

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

Target entity: Takshashila university
Target entity description: Takshashila University was one of the earliest and most renowned centers of higher learning in ancient India, attracting students from across Asia to study subjects ranging from philosophy and medicine to politics and astronomy.

A. Nalanda
Nalanda is an ancient Buddhist monastic university and renowned archaeological site in present-day Bihar, India, celebrated as one of the world’s earliest centers of higher learning.
B. Banaras Hindu University
Banaras Hindu University is a major public central university in Varanasi, India, renowned for its large residential campus and comprehensive programs in arts, sciences, engineering, medicine, and more.
C. Kurukshetra University
Kurukshetra University is a public state university in Kurukshetra, Haryana, India, known for its wide range of academic programs and historical setting near the Kurukshetra battlefield of the Mahabharata.
D. Sampurnanand Sanskrit University
Sampurnanand Sanskrit University is a renowned institution in Varanasi, India, dedicated to the study and preservation of Sanskrit language, literature, and traditional Indian scholarship.
E. South Asian University
South Asian University is an international higher education and research institution in New Delhi established by the South Asian Association for Regional Cooperation (SAARC) to foster regional cooperation and academic excellence among South Asian countries.
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_69bd43d6251c81909deecce3e6e9d69c`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd5722d8fc81909c5f2d9a38d17a6b`	completed	March 20, 2026, 2:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bd7f8b19ac819099e9249d31660f52`	completed	March 20, 2026, 5:10 p.m.
NEDg	Description generation	`batch_69bd84bae7148190ae201ea5257dd43e`	completed	March 20, 2026, 5:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69bd857181e4819086b7d0b493fbb9a3`	completed	March 20, 2026, 5:35 p.m.

Created at: March 20, 2026, 1:01 p.m.