Triple
T15708488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heneghan Peng Architects |
E380773
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Shih-Fu Peng
Shih-Fu Peng is an architect best known as a co-founder and leading figure of the international practice Heneghan Peng Architects.
|
E1181212
|
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: Shih-Fu Peng | Statement: [Heneghan Peng Architects, foundedBy, Shih-Fu Peng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shih-Fu Peng Context triple: [Heneghan Peng Architects, foundedBy, Shih-Fu Peng]
-
A.
Yiliang Peng
Yiliang Peng, better known as Doublelift, is a retired professional League of Legends AD carry from North America renowned for his multiple LCS titles and status as one of the region’s greatest players.
-
B.
Wei-ming Tu
Wei-ming Tu is a prominent Chinese philosopher and scholar of Confucianism known for his influential work on New Confucian thought and comparative philosophy.
-
C.
Ching-Yun Hu
Ching-Yun Hu is a Taiwanese-American concert pianist acclaimed for her international competition successes and performances with major orchestras worldwide.
-
D.
Tung-Mow Yan
Tung-Mow Yan is a theoretical physicist best known for co-formulating the Drell–Yan process, a fundamental mechanism for lepton pair production in high-energy particle collisions.
-
E.
Xiaodong Chen
Xiaodong Chen is a prominent materials scientist and nanotechnology researcher who serves as editor-in-chief of the journal ACS Nano.
- 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: Shih-Fu Peng Triple: [Heneghan Peng Architects, foundedBy, Shih-Fu Peng]
Generated description
Shih-Fu Peng is an architect best known as a co-founder and leading figure of the international practice Heneghan Peng Architects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shih-Fu Peng Target entity description: Shih-Fu Peng is an architect best known as a co-founder and leading figure of the international practice Heneghan Peng Architects.
-
A.
Yiliang Peng
Yiliang Peng, better known as Doublelift, is a retired professional League of Legends AD carry from North America renowned for his multiple LCS titles and status as one of the region’s greatest players.
-
B.
Wei-ming Tu
Wei-ming Tu is a prominent Chinese philosopher and scholar of Confucianism known for his influential work on New Confucian thought and comparative philosophy.
-
C.
Ching-Yun Hu
Ching-Yun Hu is a Taiwanese-American concert pianist acclaimed for her international competition successes and performances with major orchestras worldwide.
-
D.
Tung-Mow Yan
Tung-Mow Yan is a theoretical physicist best known for co-formulating the Drell–Yan process, a fundamental mechanism for lepton pair production in high-energy particle collisions.
-
E.
Xiaodong Chen
Xiaodong Chen is a prominent materials scientist and nanotechnology researcher who serves as editor-in-chief of the journal ACS Nano.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f8d8b648190842c635f2ae7bfa4 |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa9341a0c81909057dc338f218b85 |
completed | May 9, 2026, 9:37 p.m. |
| NEDg | Description generation | batch_69ffaa3903408190b7beaa6b461bd2bd |
completed | May 9, 2026, 9:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffab0c79d4819085f0ed6a4edcb7fb |
completed | May 9, 2026, 9:45 p.m. |
Created at: April 10, 2026, 4:45 a.m.