Triple

T13428354

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Justice (Thailand)	`E313541`	entity
Predicate	oversees	`P46`	FINISHED
Object	Central Institute of Forensic Science (Thailand) The Central Institute of Forensic Science (Thailand) is a national government agency responsible for providing forensic science services and expertise to support the country’s criminal justice system.	`E1038428`	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: Central Institute of Forensic Science (Thailand) | Statement: [Ministry of Justice (Thailand), oversees, Central Institute of Forensic Science (Thailand)]

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

Target entity: Central Institute of Forensic Science (Thailand)
Context triple: [Ministry of Justice (Thailand), oversees, Central Institute of Forensic Science (Thailand)]

A. Royal Thai Police
The Royal Thai Police is the national law enforcement agency of Thailand responsible for maintaining public order, preventing and investigating crime, and enforcing the country’s laws.
B. Thailand Science Park
Thailand Science Park is a major national research and development hub in Thailand, hosting numerous technology companies and research institutes to promote innovation and industry–academia collaboration.
C. Ministry of Justice (Thailand)
The Ministry of Justice (Thailand) is the government agency responsible for overseeing the country’s judicial system, legal affairs, corrections, and related justice administration.
D. Ministry of Interior of Thailand
The Ministry of Interior of Thailand is a key government ministry responsible for internal administration, local governance, public security, and oversight of provincial and municipal authorities across the country.
E. Bangkok regional bureau
The Bangkok regional bureau is a regional office of Interpol that coordinates international police cooperation and crime-fighting efforts among member countries in its area of responsibility in and around Southeast Asia.
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: Central Institute of Forensic Science (Thailand)
Triple: [Ministry of Justice (Thailand), oversees, Central Institute of Forensic Science (Thailand)]

Generated description

The Central Institute of Forensic Science (Thailand) is a national government agency responsible for providing forensic science services and expertise to support the country’s criminal justice system.

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

Target entity: Central Institute of Forensic Science (Thailand)
Target entity description: The Central Institute of Forensic Science (Thailand) is a national government agency responsible for providing forensic science services and expertise to support the country’s criminal justice system.

A. Royal Thai Police
The Royal Thai Police is the national law enforcement agency of Thailand responsible for maintaining public order, preventing and investigating crime, and enforcing the country’s laws.
B. Thailand Science Park
Thailand Science Park is a major national research and development hub in Thailand, hosting numerous technology companies and research institutes to promote innovation and industry–academia collaboration.
C. Ministry of Justice (Thailand)
The Ministry of Justice (Thailand) is the government agency responsible for overseeing the country’s judicial system, legal affairs, corrections, and related justice administration.
D. Ministry of Interior of Thailand
The Ministry of Interior of Thailand is a key government ministry responsible for internal administration, local governance, public security, and oversight of provincial and municipal authorities across the country.
E. Bangkok regional bureau
The Bangkok regional bureau is a regional office of Interpol that coordinates international police cooperation and crime-fighting efforts among member countries in its area of responsibility in and around Southeast Asia.
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_69d806ad0c44819088833ae1ec9e9690`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69dbaed1f9208190bf5ef5b8a7ded376`	completed	April 12, 2026, 2:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f730883cb48190add9469c48dc3e89`	completed	May 3, 2026, 11:24 a.m.
NEDg	Description generation	`batch_69f7311f14988190989e319741ef0ccf`	completed	May 3, 2026, 11:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69f731e24d508190a896875210be3189`	completed	May 3, 2026, 11:30 a.m.

Created at: April 9, 2026, 9:40 p.m.