Triple

T30724851

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bukit Kayu Hitam	`E782249`	entity
Predicate	borderGateNameInThaiSide	`P197357`	FINISHED
Object	Sadao checkpoint Sadao checkpoint is a major land border crossing between Thailand and Malaysia, located in Thailand’s Songkhla Province opposite Bukit Kayu Hitam in Malaysia.	`E1928792`	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: Sadao checkpoint | Statement: [Bukit Kayu Hitam, borderGateNameInThaiSide, Sadao checkpoint]

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: Sadao checkpoint
Triple: [Bukit Kayu Hitam, borderGateNameInThaiSide, Sadao checkpoint]

Generated description

Sadao checkpoint is a major land border crossing between Thailand and Malaysia, located in Thailand’s Songkhla Province opposite Bukit Kayu Hitam in Malaysia.

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

Target predicate: borderGateNameInThaiSide
Context triple: [Bukit Kayu Hitam, borderGateNameInThaiSide, Sadao checkpoint]

A. borderPostName
Indicates the specific name assigned to a border post where a boundary crossing or checkpoint is located.
B. borderStation
Indicates a facility or checkpoint located at or near a border where cross-boundary movement, control, or processing of people or goods occurs.
C. borderStationFor
Indicates that a particular border station serves, monitors, or is responsible for a specific border crossing or boundary segment.
D. borderCrossingNameInArabic
Indicates the Arabic-language name assigned to a specific border crossing.
E. borderControlDirection
Indicates the direction in which border control procedures are applied or enforced between two locations or jurisdictions.
F. None of above. chosen

Provenance (7 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_69f224ad9f9c81908e02a79ae0001137`	completed	April 29, 2026, 3:33 p.m.
NER	Named-entity recognition	`batch_69fe8ddf70e48190a917eb9e8f7b6966`	completed	May 9, 2026, 1:29 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a28990dd09081909b6069fd4d180873`	completed	June 9, 2026, 10:51 p.m.
NEDg	Description generation	`batch_6a2899a6b1488190add895dfe8a2f52f`	completed	June 9, 2026, 10:54 p.m.
NED2	Entity disambiguation (via description)	`batch_6a289aff92fc81908aecbb572c0250c1`	completed	June 9, 2026, 11 p.m.
PD	Predicate disambiguation	`batch_69fe87ef94dc81909bb00ec8d6de9bcd`	completed	May 9, 2026, 1:03 a.m.
PDg	Predicate description generation	`batch_69fe8dde8d008190b03dc0f97618073c`	completed	May 9, 2026, 1:29 a.m.

Created at: April 29, 2026, 8:36 p.m.