Triple

T38270533

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ta Kwu Ling	`E1021194`	entity
Predicate	borderControlFacility	`P108134`	FINISHED
Object	Ta Kwu Ling Border Control Point (closed to general public) Ta Kwu Ling Border Control Point (closed to general public) is a restricted Hong Kong–Mainland China border crossing facility in the northeastern New Territories that is not accessible to ordinary travelers.	`E2263302`	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: Ta Kwu Ling Border Control Point (closed to general public) | Statement: [Ta Kwu Ling, borderControlFacility, Ta Kwu Ling Border Control Point (closed to general public)]

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: Ta Kwu Ling Border Control Point (closed to general public)
Triple: [Ta Kwu Ling, borderControlFacility, Ta Kwu Ling Border Control Point (closed to general public)]

Generated description

Ta Kwu Ling Border Control Point (closed to general public) is a restricted Hong Kong–Mainland China border crossing facility in the northeastern New Territories that is not accessible to ordinary travelers.

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

Target predicate: borderControlFacility
Context triple: [Ta Kwu Ling, borderControlFacility, Ta Kwu Ling Border Control Point (closed to general public)]

A. borderControlDirection
Indicates the direction in which border control procedures are applied or enforced between two locations or jurisdictions.
B. borderFacilityFunction chosen
Indicates the functional role or purpose that a particular facility serves in the context of a border or border-crossing operation.
C. borderControlSide
Indicates that one entity is positioned on or associated with a particular side or segment of a border control area or checkpoint.
D. borderFacilityContext
Indicates a contextual relationship where an entity is associated with, operates within, or is relevant to a border facility or border-control setting.
E. borderControls
Indicates that one entity enforces or administers border control measures over another entity or at a specific boundary.
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_69f76dee198c8190bf5109421e47a658`	completed	May 3, 2026, 3:46 p.m.
NER	Named-entity recognition	`batch_6a00315632a8819092290f455babd7ee`	completed	May 10, 2026, 7:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a4193db2f0c8190948e2d7a323319d0`	completed	June 28, 2026, 9:36 p.m.
NEDg	Description generation	`batch_6a41947a2f608190aba9f20c7e4cd8d6`	completed	June 28, 2026, 9:39 p.m.
NED2	Entity disambiguation (via description)	`batch_6a4195210170819086828d7780a6e407`	completed	June 28, 2026, 9:41 p.m.
PD	Predicate disambiguation	`batch_6a002f54a0dc81909b0e54c5e110e67c`	completed	May 10, 2026, 7:10 a.m.

Created at: May 3, 2026, 4:30 p.m.