Triple
T18794144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Futian District, Shenzhen |
E459589
|
entity |
| Predicate | hasCentralBusinessDistrict |
P30435
|
FINISHED |
| Object |
Futian CBD
Futian CBD is the main commercial and financial center of Shenzhen, known for its dense cluster of skyscrapers, corporate headquarters, and government institutions.
|
E1343193
|
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: Futian CBD | Statement: [Futian District, Shenzhen, hasCentralBusinessDistrict, Futian CBD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Futian CBD Context triple: [Futian District, Shenzhen, hasCentralBusinessDistrict, Futian CBD]
-
A.
Guomao CBD
Guomao CBD is one of Beijing’s primary central business districts, known for its dense cluster of skyscrapers, corporate offices, and major commercial centers.
-
B.
Jiefangbei CBD
Jiefangbei CBD is Chongqing’s central commercial and entertainment district, known for its dense skyscrapers, shopping streets, and vibrant nightlife centered around the iconic Liberation Monument.
-
C.
Nowra CBD
Nowra CBD is the central commercial and business district of Nowra, New South Wales, serving as the main hub for retail, services, and local administration in the region.
-
D.
Napier CBD
Napier CBD is the central business district of Napier, New Zealand, known for its concentration of shops, offices, and notable Art Deco architecture.
-
E.
Opal CBD zone
Opal CBD zone is the central fare zone within Sydney’s Opal public transport ticketing system that covers key inner-city areas and major stations.
- 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: Futian CBD Triple: [Futian District, Shenzhen, hasCentralBusinessDistrict, Futian CBD]
Generated description
Futian CBD is the main commercial and financial center of Shenzhen, known for its dense cluster of skyscrapers, corporate headquarters, and government institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Futian CBD Target entity description: Futian CBD is the main commercial and financial center of Shenzhen, known for its dense cluster of skyscrapers, corporate headquarters, and government institutions.
-
A.
Guomao CBD
Guomao CBD is one of Beijing’s primary central business districts, known for its dense cluster of skyscrapers, corporate offices, and major commercial centers.
-
B.
Jiefangbei CBD
Jiefangbei CBD is Chongqing’s central commercial and entertainment district, known for its dense skyscrapers, shopping streets, and vibrant nightlife centered around the iconic Liberation Monument.
-
C.
Nowra CBD
Nowra CBD is the central commercial and business district of Nowra, New South Wales, serving as the main hub for retail, services, and local administration in the region.
-
D.
Napier CBD
Napier CBD is the central business district of Napier, New Zealand, known for its concentration of shops, offices, and notable Art Deco architecture.
-
E.
Opal CBD zone
Opal CBD zone is the central fare zone within Sydney’s Opal public transport ticketing system that covers key inner-city areas and major stations.
- 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_69d8d396f54c8190ba49db31e8743842 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a01cc0c0819098ef4326e82ff524 |
completed | April 20, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05472071b88190a74e18be8699f0c6 |
completed | May 14, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a054a44f0a8819089ebe23231d04ab8 |
completed | May 14, 2026, 4:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a054ac3e8a88190981789df1790774e |
completed | May 14, 2026, 4:08 a.m. |
Created at: April 10, 2026, 11:53 a.m.