Triple

T21304302

Position	Surface form	Disambiguated ID	Type / Status
Subject	Rehoboth, Massachusetts	`E525151`	entity
Predicate	region	`P40`	FINISHED
Object	Greater Attleboro area The Greater Attleboro area is a region in southeastern Massachusetts centered around the city of Attleboro and its neighboring communities, functioning as a local hub for residential, commercial, and cultural activity.	`E1477193`	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: Greater Attleboro area | Statement: [Rehoboth, Massachusetts, region, Greater Attleboro area]

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

Target entity: Greater Attleboro area
Context triple: [Rehoboth, Massachusetts, region, Greater Attleboro area]

A. Greater Brockton area
The Greater Brockton area is a region in southeastern Massachusetts centered on the city of Brockton and its surrounding communities, served by shared local services and infrastructure.
B. Greater Taunton area
The Greater Taunton area is a regional community and economic hub in southeastern Massachusetts centered around the city of Taunton and its surrounding towns.
C. Greater Fall River area
The Greater Fall River area is a region in southeastern Massachusetts centered on the city of Fall River and its surrounding communities, known historically for textile manufacturing and its location along Mount Hope Bay and the Taunton River.
D. Greater Attleboro Taunton Regional Transit Authority
The Greater Attleboro Taunton Regional Transit Authority is a public transportation agency that operates bus and paratransit services in the Greater Attleboro and Taunton area of southeastern Massachusetts.
E. Greater Lowell area of Massachusetts
The Greater Lowell area of Massachusetts is a suburban and semi-urban region centered around the city of Lowell, encompassing several surrounding towns in northeastern Massachusetts.
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: Greater Attleboro area
Triple: [Rehoboth, Massachusetts, region, Greater Attleboro area]

Generated description

The Greater Attleboro area is a region in southeastern Massachusetts centered around the city of Attleboro and its neighboring communities, functioning as a local hub for residential, commercial, and cultural activity.

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

Target entity: Greater Attleboro area
Target entity description: The Greater Attleboro area is a region in southeastern Massachusetts centered around the city of Attleboro and its neighboring communities, functioning as a local hub for residential, commercial, and cultural activity.

A. Greater Brockton area
The Greater Brockton area is a region in southeastern Massachusetts centered on the city of Brockton and its surrounding communities, served by shared local services and infrastructure.
B. Greater Taunton area
The Greater Taunton area is a regional community and economic hub in southeastern Massachusetts centered around the city of Taunton and its surrounding towns.
C. Greater Fall River area
The Greater Fall River area is a region in southeastern Massachusetts centered on the city of Fall River and its surrounding communities, known historically for textile manufacturing and its location along Mount Hope Bay and the Taunton River.
D. Greater Attleboro Taunton Regional Transit Authority
The Greater Attleboro Taunton Regional Transit Authority is a public transportation agency that operates bus and paratransit services in the Greater Attleboro and Taunton area of southeastern Massachusetts.
E. Greater Lowell area of Massachusetts
The Greater Lowell area of Massachusetts is a suburban and semi-urban region centered around the city of Lowell, encompassing several surrounding towns in northeastern Massachusetts.
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_69e0b518b8948190ad69cf9a8784d397`	completed	April 16, 2026, 10:08 a.m.
NER	Named-entity recognition	`batch_69e75aa212388190b367290526feb380`	completed	April 21, 2026, 11:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a099ed32130819081479d9845d74ac3`	completed	May 17, 2026, 10:56 a.m.
NEDg	Description generation	`batch_6a099f69f1e08190bf96197fcf42b897`	completed	May 17, 2026, 10:58 a.m.
NED2	Entity disambiguation (via description)	`batch_6a099feeda3481909d8020763f32d430`	completed	May 17, 2026, 11:01 a.m.

Created at: April 16, 2026, 4:05 p.m.