Triple
T22069200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G30 Lianyungang–Khorgas Expressway |
E545359
|
entity |
| Predicate | westernTerminus |
P388
|
FINISHED |
| Object | Khorgas |
—
|
NE NERFINISHED |
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: Khorgas | Statement: [G30 Lianyungang–Khorgas Expressway, westernTerminus, Khorgas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khorgas Context triple: [G30 Lianyungang–Khorgas Expressway, westernTerminus, Khorgas]
-
A.
Saraikistan
Saraikistan is a proposed cultural and administrative region in Pakistan envisioned as a separate province representing the Saraiki-speaking population of southern Punjab and surrounding areas.
-
B.
Zharkent
Zharkent is a small town in southeastern Kazakhstan near the Chinese border, known for its multicultural heritage and distinctive Central Asian architecture.
-
C.
Kazakhstan
Kazakhstan is a vast, landlocked country in Central Asia and Eastern Europe known for its rich natural resources, diverse ethnic makeup, and former status as a Soviet republic with its capital in Astana.
-
D.
Kyrgyzstan
Kyrgyzstan is a landlocked Central Asian country known for its mountainous terrain, nomadic heritage, and status as a former Soviet republic.
-
E.
Tekeli, Kazakhstan
Tekeli is a small town in southeastern Kazakhstan known as one of the locations hosting a campus of the University of Central Asia.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khorgas Target entity description: Khorgas is a major border city and transport hub on the China–Kazakhstan frontier, serving as a key gateway for trade between China and Central Asia.
-
A.
Saraikistan
Saraikistan is a proposed cultural and administrative region in Pakistan envisioned as a separate province representing the Saraiki-speaking population of southern Punjab and surrounding areas.
-
B.
Zharkent
chosen
Zharkent is a small town in southeastern Kazakhstan near the Chinese border, known for its multicultural heritage and distinctive Central Asian architecture.
-
C.
Kazakhstan
Kazakhstan is a vast, landlocked country in Central Asia and Eastern Europe known for its rich natural resources, diverse ethnic makeup, and former status as a Soviet republic with its capital in Astana.
-
D.
Kyrgyzstan
Kyrgyzstan is a landlocked Central Asian country known for its mountainous terrain, nomadic heritage, and status as a former Soviet republic.
-
E.
Tekeli, Kazakhstan
Tekeli is a small town in southeastern Kazakhstan known as one of the locations hosting a campus of the University of Central Asia.
- F. None of above.
Provenance (2 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_69e11e344dfc81909b1d88a7221329c7 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1288724e881908b38fe7e56d3b448 |
completed | April 28, 2026, 9:37 p.m. |
Created at: April 16, 2026, 8:28 p.m.