Triple

T25721044

Position	Surface form	Disambiguated ID	Type / Status
Subject	Southern Boro	`E644994`	entity
Predicate	geographicallyContrastedWith	`P112190`	FINISHED
Object	Northern Boro Northern Boro is a language variety of the Boro (Bodo) language spoken in northeastern India, distinguished from Southern Boro by its geographic distribution and certain linguistic features.	`E1701905`	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: Northern Boro | Statement: [Southern Boro, geographicallyContrastedWith, Northern Boro]

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: Northern Boro
Triple: [Southern Boro, geographicallyContrastedWith, Northern Boro]

Generated description

Northern Boro is a language variety of the Boro (Bodo) language spoken in northeastern India, distinguished from Southern Boro by its geographic distribution and certain linguistic features.

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

Target predicate: geographicallyContrastedWith
Context triple: [Southern Boro, geographicallyContrastedWith, Northern Boro]

A. geographicallySeparatedFrom
Indicates that two places or regions are distinct and apart from each other in physical location or geographic space.
B. topographicallyContrastedWith chosen
Indicates that two geographic areas are compared or distinguished based on differences in their physical surface features or terrain.
C. regionallyDistinctFrom
Indicates that two entities differ from each other in characteristics or classification based on their geographic or regional context.
D. geographicallyAdjacentTo
Indicates that two geographic entities share a common boundary or are directly next to each other in space.
E. geographicContext
Indicates that one entity is situated within, associated with, or characterized by the geographic setting or region defined by another entity.
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_69e77e8476fc8190bd5e9d05b89fad0a`	completed	April 21, 2026, 1:41 p.m.
NER	Named-entity recognition	`batch_69f60c3b09488190ade1b69ff7f0df0e`	completed	May 2, 2026, 2:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a10ec9a4a4c81909f5100d1db7804b0`	completed	May 22, 2026, 11:54 p.m.
NEDg	Description generation	`batch_6a10ee8e2a008190962a88ee42e3c741`	completed	May 23, 2026, 12:02 a.m.
NED2	Entity disambiguation (via description)	`batch_6a10f02156908190aa1fb061ae251f82`	completed	May 23, 2026, 12:09 a.m.
PD	Predicate disambiguation	`batch_69f60b8461ac81908c5bd3d73eed59f4`	completed	May 2, 2026, 2:34 p.m.

Created at: April 21, 2026, 9:59 p.m.