Triple
T16815136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seongnam |
E408723
|
entity |
| Predicate | hasShoppingArea |
P4285
|
FINISHED |
| Object |
Bundang commercial district
Bundang commercial district is a major modern shopping and business hub in Seongnam, South Korea, known for its dense concentration of retail, dining, and entertainment facilities.
|
E1234953
|
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: Bundang commercial district | Statement: [Seongnam, hasShoppingArea, Bundang commercial district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bundang commercial district Context triple: [Seongnam, hasShoppingArea, Bundang commercial district]
-
A.
Dugbe business district
Dugbe business district is a major commercial and administrative hub in Ibadan, Nigeria, known for its dense concentration of markets, shops, and corporate offices.
-
B.
Telegraph commercial district
The Telegraph commercial district is a vibrant urban area near the University of California, Berkeley, known for its eclectic mix of shops, street vendors, restaurants, and countercultural history.
-
C.
Namba commercial district
Namba commercial district is a major shopping, entertainment, and nightlife hub in Osaka, Japan, known for its bustling streets, neon signage, and dense concentration of stores, restaurants, and theaters.
-
D.
Gadong commercial area
Gadong commercial area is a major shopping and entertainment hub in Brunei, known for its malls, eateries, and vibrant nightlife.
-
E.
Centre Street commercial district
The Centre Street commercial district is a vibrant main street corridor in Boston’s Jamaica Plain neighborhood, known for its independent shops, diverse restaurants, and lively community atmosphere.
- 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: Bundang commercial district Triple: [Seongnam, hasShoppingArea, Bundang commercial district]
Generated description
Bundang commercial district is a major modern shopping and business hub in Seongnam, South Korea, known for its dense concentration of retail, dining, and entertainment facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bundang commercial district Target entity description: Bundang commercial district is a major modern shopping and business hub in Seongnam, South Korea, known for its dense concentration of retail, dining, and entertainment facilities.
-
A.
Dugbe business district
Dugbe business district is a major commercial and administrative hub in Ibadan, Nigeria, known for its dense concentration of markets, shops, and corporate offices.
-
B.
Telegraph commercial district
The Telegraph commercial district is a vibrant urban area near the University of California, Berkeley, known for its eclectic mix of shops, street vendors, restaurants, and countercultural history.
-
C.
Namba commercial district
Namba commercial district is a major shopping, entertainment, and nightlife hub in Osaka, Japan, known for its bustling streets, neon signage, and dense concentration of stores, restaurants, and theaters.
-
D.
Gadong commercial area
Gadong commercial area is a major shopping and entertainment hub in Brunei, known for its malls, eateries, and vibrant nightlife.
-
E.
Centre Street commercial district
The Centre Street commercial district is a vibrant main street corridor in Boston’s Jamaica Plain neighborhood, known for its independent shops, diverse restaurants, and lively community atmosphere.
- 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_6a00b2946ddc81908b1e7c662dc943ff |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b3aafac08190b3e0181780f45392 |
completed | May 10, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b466ecd08190b7b5ee54476631ab |
completed | May 10, 2026, 4:37 p.m. |
Created at: April 10, 2026, 5:23 a.m.