Triple
T2222779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thạch Thất District |
E48178
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Hòa Lạc Hi-Tech Park
Hòa Lạc Hi-Tech Park is a major Vietnamese technology and innovation hub near Hanoi, designed to host high-tech industries, research institutions, and educational facilities.
|
E246325
|
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: Hòa Lạc Hi-Tech Park | Statement: [Thạch Thất District, contains, Hòa Lạc Hi-Tech Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hòa Lạc Hi-Tech Park Context triple: [Thạch Thất District, contains, Hòa Lạc Hi-Tech Park]
-
A.
Zhangjiang Hi-Tech Park
Zhangjiang Hi-Tech Park is a major technology and innovation hub in Shanghai, known for its concentration of high-tech industries, research institutions, and startups.
-
B.
Xinzhuang Industrial Park
Xinzhuang Industrial Park is a major industrial and technological development zone located in Shanghai’s Minhang District, hosting a concentration of manufacturing and high-tech enterprises.
-
C.
Shenzhen Software Park
Shenzhen Software Park is a major high-tech and software industry hub in Shenzhen’s Nanshan District, hosting numerous technology companies, startups, and research institutions.
-
D.
Tekhnopark
Tekhnopark is a Moscow Metro station on the Zamoskvoretskaya Line serving the Technopark technology and business district in southern Moscow.
-
E.
Binhai New Area
Binhai New Area is a major coastal economic and technological development zone of Tianjin, China, known as a key hub for advanced manufacturing, finance, and international trade.
- 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: Hòa Lạc Hi-Tech Park Triple: [Thạch Thất District, contains, Hòa Lạc Hi-Tech Park]
Generated description
Hòa Lạc Hi-Tech Park is a major Vietnamese technology and innovation hub near Hanoi, designed to host high-tech industries, research institutions, and educational facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hòa Lạc Hi-Tech Park Target entity description: Hòa Lạc Hi-Tech Park is a major Vietnamese technology and innovation hub near Hanoi, designed to host high-tech industries, research institutions, and educational facilities.
-
A.
Zhangjiang Hi-Tech Park
Zhangjiang Hi-Tech Park is a major technology and innovation hub in Shanghai, known for its concentration of high-tech industries, research institutions, and startups.
-
B.
Xinzhuang Industrial Park
Xinzhuang Industrial Park is a major industrial and technological development zone located in Shanghai’s Minhang District, hosting a concentration of manufacturing and high-tech enterprises.
-
C.
Shenzhen Software Park
Shenzhen Software Park is a major high-tech and software industry hub in Shenzhen’s Nanshan District, hosting numerous technology companies, startups, and research institutions.
-
D.
Tekhnopark
Tekhnopark is a Moscow Metro station on the Zamoskvoretskaya Line serving the Technopark technology and business district in southern Moscow.
-
E.
Binhai New Area
Binhai New Area is a major coastal economic and technological development zone of Tianjin, China, known as a key hub for advanced manufacturing, finance, and international trade.
- 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_69a88aa1ee708190862c8c378c41e9eb |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc03bfdd48190bfb96ec3e41c22dc |
completed | March 7, 2026, 6:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae65605fa481908ac5b9d837600626 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae669aa29c81909770cd69d27c274c |
completed | March 9, 2026, 6:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae66fb7f1c8190b2bc306f06c423f1 |
completed | March 9, 2026, 6:21 a.m. |
Created at: March 4, 2026, 7:47 p.m.