Triple
T16815137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seongnam |
E408723
|
entity |
| Predicate | hasBusinessDistrict |
P459
|
FINISHED |
| Object |
Pangyo business district
Pangyo business district is a major high-tech and startup hub in Seongnam, South Korea, often dubbed the country’s “Silicon Valley” for its concentration of IT and internet companies.
|
E1237631
|
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: Pangyo business district | Statement: [Seongnam, hasBusinessDistrict, Pangyo business district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pangyo business district Context triple: [Seongnam, hasBusinessDistrict, Pangyo business district]
-
A.
Kannai business district
Kannai business district is a central commercial and administrative area of Yokohama known for its government offices, corporate buildings, and historic urban streetscape.
-
B.
Kokubuncho entertainment district
Kokubuncho entertainment district is the largest nightlife and entertainment area in Sendai, Japan, known for its dense concentration of bars, restaurants, and clubs.
-
C.
Seo District
Seo District is a western coastal district of Incheon, South Korea, known for its industrial complexes, port facilities, and growing residential areas.
-
D.
Nakasu entertainment district
Nakasu entertainment district is a famous nightlife and red-light area in Fukuoka, Japan, known for its dense concentration of bars, restaurants, and entertainment venues on an island between the city’s rivers.
-
E.
Shinsekai entertainment district
The Shinsekai entertainment district is a historic Osaka neighborhood known for its retro Showa-era atmosphere, Tsutenkaku Tower, casual eateries, and vibrant nightlife.
- 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: Pangyo business district Triple: [Seongnam, hasBusinessDistrict, Pangyo business district]
Generated description
Pangyo business district is a major high-tech and startup hub in Seongnam, South Korea, often dubbed the country’s “Silicon Valley” for its concentration of IT and internet companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pangyo business district Target entity description: Pangyo business district is a major high-tech and startup hub in Seongnam, South Korea, often dubbed the country’s “Silicon Valley” for its concentration of IT and internet companies.
-
A.
Kannai business district
Kannai business district is a central commercial and administrative area of Yokohama known for its government offices, corporate buildings, and historic urban streetscape.
-
B.
Kokubuncho entertainment district
Kokubuncho entertainment district is the largest nightlife and entertainment area in Sendai, Japan, known for its dense concentration of bars, restaurants, and clubs.
-
C.
Seo District
Seo District is a western coastal district of Incheon, South Korea, known for its industrial complexes, port facilities, and growing residential areas.
-
D.
Nakasu entertainment district
Nakasu entertainment district is a famous nightlife and red-light area in Fukuoka, Japan, known for its dense concentration of bars, restaurants, and entertainment venues on an island between the city’s rivers.
-
E.
Shinsekai entertainment district
The Shinsekai entertainment district is a historic Osaka neighborhood known for its retro Showa-era atmosphere, Tsutenkaku Tower, casual eateries, and vibrant nightlife.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e0e05081908bd5eaa64abe133d |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c29ea9fc81909087cdf28c9c9fc0 |
completed | May 10, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a00c345229481909d8c0b8a122266bb |
completed | May 10, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c42315448190aecedc58fa0b7319 |
completed | May 10, 2026, 5:45 p.m. |
Created at: April 10, 2026, 5:23 a.m.