Triple

T1437849

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hyderabad, Sindh	`E30596`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Mehran University of Engineering and Technology (nearby Jamshoro, associated with Hyderabad region) Mehran University of Engineering and Technology is a prominent public engineering and technology university in Pakistan, recognized for its strong engineering programs and research contributions, particularly serving the Sindh region.	`E166047`	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: Mehran University of Engineering and Technology (nearby Jamshoro, associated with Hyderabad region) | Statement: [Hyderabad, Sindh, hasUniversity, Mehran University of Engineering and Technology (nearby Jamshoro, associated with Hyderabad region)]

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

Target entity: Mehran University of Engineering and Technology (nearby Jamshoro, associated with Hyderabad region)
Context triple: [Hyderabad, Sindh, hasUniversity, Mehran University of Engineering and Technology (nearby Jamshoro, associated with Hyderabad region)]

A. University of Engineering and Technology Peshawar
The University of Engineering and Technology Peshawar is a leading public engineering and technology university in Pakistan, renowned for its programs in engineering, computer science, and related disciplines.
B. Hyderabad, Sindh
Hyderabad, Sindh is a major city in southeastern Pakistan known for its historical role as a regional capital and its rich Sindhi cultural and architectural heritage.
C. National University of Science and Technology (NUST)
The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.
D. University of Peshawar
The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
E. University of Sindh
The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
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: Mehran University of Engineering and Technology (nearby Jamshoro, associated with Hyderabad region)
Triple: [Hyderabad, Sindh, hasUniversity, Mehran University of Engineering and Technology (nearby Jamshoro, associated with Hyderabad region)]

Generated description

Mehran University of Engineering and Technology is a prominent public engineering and technology university in Pakistan, recognized for its strong engineering programs and research contributions, particularly serving the Sindh region.

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

Target entity: Mehran University of Engineering and Technology (nearby Jamshoro, associated with Hyderabad region)
Target entity description: Mehran University of Engineering and Technology is a prominent public engineering and technology university in Pakistan, recognized for its strong engineering programs and research contributions, particularly serving the Sindh region.

A. University of Engineering and Technology Peshawar
The University of Engineering and Technology Peshawar is a leading public engineering and technology university in Pakistan, renowned for its programs in engineering, computer science, and related disciplines.
B. Hyderabad, Sindh
Hyderabad, Sindh is a major city in southeastern Pakistan known for its historical role as a regional capital and its rich Sindhi cultural and architectural heritage.
C. National University of Science and Technology (NUST)
The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.
D. University of Peshawar
The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
E. University of Sindh
The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
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_69a498fc69ec8190b61722bd4b67c4d2`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c5059ef88190af20e796acdb2058`	completed	March 1, 2026, 11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad08b81a2c8190a47b1f960cf17f9d`	completed	March 8, 2026, 5:27 a.m.
NEDg	Description generation	`batch_69ad09bb040c8190bf014a9ff2249169`	completed	March 8, 2026, 5:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad0a9956f8819081fd866c6f1ae5c7`	completed	March 8, 2026, 5:35 a.m.

Created at: March 1, 2026, 8 p.m.