Triple

T1186261

Position	Surface form	Disambiguated ID	Type / Status
Subject	Upplands-Bro Municipality	`E25253`	entity
Predicate	coatOfArms	`P1663`	FINISHED
Object	Upplands-Bro municipal coat of arms The Upplands-Bro municipal coat of arms is the official heraldic emblem representing Upplands-Bro Municipality in Sweden, used on its flags, documents, and public symbols.	`E136440`	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: Upplands-Bro municipal coat of arms | Statement: [Upplands-Bro Municipality, coatOfArms, Upplands-Bro municipal coat of arms]

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

Target entity: Upplands-Bro municipal coat of arms
Context triple: [Upplands-Bro Municipality, coatOfArms, Upplands-Bro municipal coat of arms]

A. coat of arms of Upplands Väsby Municipality
The coat of arms of Upplands Väsby Municipality is the official heraldic emblem representing this Swedish municipality, symbolizing its local identity, history, and cultural heritage.
B. Coat of arms of Sundbyberg Municipality
The Coat of arms of Sundbyberg Municipality is the official heraldic emblem representing Sundbyberg, a suburban municipality within the Stockholm urban area in Sweden.
C. coat of arms of Sigtuna Municipality
The coat of arms of Sigtuna Municipality is a heraldic emblem representing the historic Swedish municipality of Sigtuna, symbolizing its medieval heritage and status as one of Sweden’s oldest towns.
D. coat of arms of Järfälla Municipality
The coat of arms of Järfälla Municipality is a heraldic emblem representing this Swedish local government area, typically featuring symbols that reflect its historical heritage and regional identity.
E. coat of arms of Haninge Municipality
The coat of arms of Haninge Municipality is a heraldic emblem representing this Swedish municipality, typically featuring symbolic imagery that reflects its local history, geography, and identity.
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: Upplands-Bro municipal coat of arms
Triple: [Upplands-Bro Municipality, coatOfArms, Upplands-Bro municipal coat of arms]

Generated description

The Upplands-Bro municipal coat of arms is the official heraldic emblem representing Upplands-Bro Municipality in Sweden, used on its flags, documents, and public symbols.

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

Target entity: Upplands-Bro municipal coat of arms
Target entity description: The Upplands-Bro municipal coat of arms is the official heraldic emblem representing Upplands-Bro Municipality in Sweden, used on its flags, documents, and public symbols.

A. coat of arms of Upplands Väsby Municipality
The coat of arms of Upplands Väsby Municipality is the official heraldic emblem representing this Swedish municipality, symbolizing its local identity, history, and cultural heritage.
B. Coat of arms of Sundbyberg Municipality
The Coat of arms of Sundbyberg Municipality is the official heraldic emblem representing Sundbyberg, a suburban municipality within the Stockholm urban area in Sweden.
C. coat of arms of Sigtuna Municipality
The coat of arms of Sigtuna Municipality is a heraldic emblem representing the historic Swedish municipality of Sigtuna, symbolizing its medieval heritage and status as one of Sweden’s oldest towns.
D. coat of arms of Järfälla Municipality
The coat of arms of Järfälla Municipality is a heraldic emblem representing this Swedish local government area, typically featuring symbols that reflect its historical heritage and regional identity.
E. coat of arms of Haninge Municipality
The coat of arms of Haninge Municipality is a heraldic emblem representing this Swedish municipality, typically featuring symbolic imagery that reflects its local history, geography, and identity.
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_69a49427d98881908646d6c63b8cea1e`	completed	March 1, 2026, 7:31 p.m.
NER	Named-entity recognition	`batch_69a4bd53e4b48190abb2167f8074a6bc`	completed	March 1, 2026, 10:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac764a5f508190a54c8f01cf0b0d11`	completed	March 7, 2026, 7:02 p.m.
NEDg	Description generation	`batch_69ac76c0863c81909c68208709e4767b`	completed	March 7, 2026, 7:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac778551f88190ac041d80e41d209d`	completed	March 7, 2026, 7:07 p.m.

Created at: March 1, 2026, 7:45 p.m.