Triple

T13428183
Position Surface form Disambiguated ID Type / Status
Subject judicial branch of Thailand E313537 entity
Predicate hasSpecializedCourts P32551 FINISHED
Object juvenile and family courts of Thailand
The juvenile and family courts of Thailand are specialized courts that handle legal matters involving minors and family-related disputes, focusing on protection, rehabilitation, and the welfare of children and families.
E1038398 NE FINISHED

How this triple was built (5 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: juvenile and family courts of Thailand | Statement: [judicial branch of Thailand, hasSpecializedCourts, juvenile and family courts of Thailand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: juvenile and family courts of Thailand
Context triple: [judicial branch of Thailand, hasSpecializedCourts, juvenile and family courts of Thailand]
  • A. Administrative Court of Thailand
    The Administrative Court of Thailand is a specialized court system that adjudicates disputes between individuals or organizations and state agencies, focusing on the legality of administrative actions and decisions.
  • B. Court of Appeal of Thailand
    The Court of Appeal of Thailand is an intermediate appellate court that reviews decisions from lower courts before possible further appeal to the Supreme Court of Thailand.
  • C. Military Courts of Thailand
    The Military Courts of Thailand are a separate judicial system responsible for trying members of the armed forces and certain security-related cases under military law.
  • D. Family Justice Courts of Singapore
    The Family Justice Courts of Singapore are a specialized court system that handles family-related legal matters such as divorce, custody, and family violence within Singapore’s judiciary.
  • E. Family Courts of South Korea
    The Family Courts of South Korea are specialized judicial bodies that handle family-related legal matters such as divorce, child custody, inheritance, and domestic disputes within the country’s court system.
  • 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: juvenile and family courts of Thailand
Triple: [judicial branch of Thailand, hasSpecializedCourts, juvenile and family courts of Thailand]
Generated description
The juvenile and family courts of Thailand are specialized courts that handle legal matters involving minors and family-related disputes, focusing on protection, rehabilitation, and the welfare of children and families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: juvenile and family courts of Thailand
Target entity description: The juvenile and family courts of Thailand are specialized courts that handle legal matters involving minors and family-related disputes, focusing on protection, rehabilitation, and the welfare of children and families.
  • A. Administrative Court of Thailand
    The Administrative Court of Thailand is a specialized court system that adjudicates disputes between individuals or organizations and state agencies, focusing on the legality of administrative actions and decisions.
  • B. Court of Appeal of Thailand
    The Court of Appeal of Thailand is an intermediate appellate court that reviews decisions from lower courts before possible further appeal to the Supreme Court of Thailand.
  • C. Military Courts of Thailand
    The Military Courts of Thailand are a separate judicial system responsible for trying members of the armed forces and certain security-related cases under military law.
  • D. Family Justice Courts of Singapore
    The Family Justice Courts of Singapore are a specialized court system that handles family-related legal matters such as divorce, custody, and family violence within Singapore’s judiciary.
  • E. Family Courts of South Korea
    The Family Courts of South Korea are specialized judicial bodies that handle family-related legal matters such as divorce, child custody, inheritance, and domestic disputes within the country’s court system.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSpecializedCourts
Context triple: [judicial branch of Thailand, hasSpecializedCourts, juvenile and family courts of Thailand]
  • A. hasSpecialCourts chosen
    Indicates that a legal system or jurisdiction possesses dedicated courts established to handle specific types of cases or legal matters separately from general courts.
  • B. hasBranchCourts
    Indicates that an institution or main court maintains one or more subordinate or satellite courts under its jurisdiction.
  • C. hasCourts
    Indicates that an entity possesses, contains, or is equipped with one or more courts (e.g., legal, sports, or judicial facilities).
  • D. hasStateCourt
    Indicates that a given jurisdiction or region possesses an official court that operates at the state level.
  • E. hasNumberOfCourtsOfLastResort
    Indicates the quantity of highest-level judicial courts (courts of last resort) that an entity possesses or is associated with.
  • 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_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.
PD Predicate disambiguation batch_69d9a03926188190ab3948d1f5d3941f completed April 11, 2026, 1:13 a.m.
Created at: April 9, 2026, 9:40 p.m.