Triple
T8035456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tianhe District |
E187094
|
entity |
| Predicate | hasShoppingArea |
P4285
|
FINISHED |
| Object |
Taikoo Hui
Taikoo Hui is a large upscale mixed-use commercial complex in Guangzhou known for its luxury shopping mall, office towers, and cultural spaces.
|
E708874
|
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: Taikoo Hui | Statement: [Tianhe District, hasShoppingArea, Taikoo Hui]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taikoo Hui Context triple: [Tianhe District, hasShoppingArea, Taikoo Hui]
-
A.
SHoP Architects
SHoP Architects is a New York–based architecture firm known for its innovative, technologically driven designs and prominent urban projects, including major cultural and mixed-use developments.
-
B.
Cundey
Cundey is a surname most notably associated with American cinematographer Dean Cundey, known for his work on influential genre and blockbuster films.
-
C.
Ennead Architects
Ennead Architects is a prominent New York–based architectural firm known for designing major cultural, educational, and scientific institutions.
-
D.
Morphosis Architects
Morphosis Architects is an innovative American architecture firm known for its avant-garde, high-tech designs and complex, sculptural buildings worldwide.
-
E.
Adjaye Associates
Adjaye Associates is an international architecture and design firm founded by Sir David Adjaye, renowned for its culturally resonant and socially engaged buildings around the world.
- 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: Taikoo Hui Triple: [Tianhe District, hasShoppingArea, Taikoo Hui]
Generated description
Taikoo Hui is a large upscale mixed-use commercial complex in Guangzhou known for its luxury shopping mall, office towers, and cultural spaces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taikoo Hui Target entity description: Taikoo Hui is a large upscale mixed-use commercial complex in Guangzhou known for its luxury shopping mall, office towers, and cultural spaces.
-
A.
SHoP Architects
SHoP Architects is a New York–based architecture firm known for its innovative, technologically driven designs and prominent urban projects, including major cultural and mixed-use developments.
-
B.
Cundey
Cundey is a surname most notably associated with American cinematographer Dean Cundey, known for his work on influential genre and blockbuster films.
-
C.
Ennead Architects
Ennead Architects is a prominent New York–based architectural firm known for designing major cultural, educational, and scientific institutions.
-
D.
Morphosis Architects
Morphosis Architects is an innovative American architecture firm known for its avant-garde, high-tech designs and complex, sculptural buildings worldwide.
-
E.
Adjaye Associates
Adjaye Associates is an international architecture and design firm founded by Sir David Adjaye, renowned for its culturally resonant and socially engaged buildings around the world.
- 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_69ca82ae2d1081909dbfee42b41db419 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3ef68c6081908727d17238b3522a |
completed | March 31, 2026, 3:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56f493908190b68e791cdbe725fa |
completed | March 31, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69cc5ca6efbc819082f4c643446da354 |
completed | March 31, 2026, 11:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5d6d93f08190b17d6c7a4fad2cf0 |
completed | March 31, 2026, 11:49 p.m. |
Created at: March 30, 2026, 5:22 p.m.