Triple
T19345921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Squire and Partners |
E483876
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object |
Maria Cheung
Maria Cheung is a key architect and design leader at the London-based architecture practice Squire and Partners.
|
E1370920
|
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: Maria Cheung | Statement: [Squire and Partners, hasKeyPerson, Maria Cheung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maria Cheung Context triple: [Squire and Partners, hasKeyPerson, Maria Cheung]
-
A.
Selina Tsang
Selina Tsang is the wife of former Hong Kong Chief Executive Donald Tsang and a public figure known primarily for her role as his spouse in Hong Kong’s political and social circles.
-
B.
Regina Leung
Regina Leung is a Hong Kong public figure best known as the wife of former Chief Executive Leung Chun-ying and for her involvement in charitable and community activities.
-
C.
Miriam Yeung
Miriam Yeung is a prominent Hong Kong Cantopop singer and actress known for her hit ballads and successful film roles.
-
D.
Teresa Cheng
Teresa Cheng is a film producer known for her work on major animated features, including entries in the Shrek franchise.
-
E.
Selina Lo
Selina Lo is an actress and martial artist known for her roles in action and fantasy films.
- 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: Maria Cheung Triple: [Squire and Partners, hasKeyPerson, Maria Cheung]
Generated description
Maria Cheung is a key architect and design leader at the London-based architecture practice Squire and Partners.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maria Cheung Target entity description: Maria Cheung is a key architect and design leader at the London-based architecture practice Squire and Partners.
-
A.
Selina Tsang
Selina Tsang is the wife of former Hong Kong Chief Executive Donald Tsang and a public figure known primarily for her role as his spouse in Hong Kong’s political and social circles.
-
B.
Regina Leung
Regina Leung is a Hong Kong public figure best known as the wife of former Chief Executive Leung Chun-ying and for her involvement in charitable and community activities.
-
C.
Miriam Yeung
Miriam Yeung is a prominent Hong Kong Cantopop singer and actress known for her hit ballads and successful film roles.
-
D.
Teresa Cheng
Teresa Cheng is a film producer known for her work on major animated features, including entries in the Shrek franchise.
-
E.
Selina Lo
Selina Lo is an actress and martial artist known for her roles in action and fantasy films.
- 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_69d8e8d244f8819080eb1f3491300db2 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e6185a56b4819089336564959b84df |
completed | April 20, 2026, 12:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a071bed1c608190a71094aa2645199d |
completed | May 15, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_6a071cc1c76c8190b99ef2b319f6ab39 |
completed | May 15, 2026, 1:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a071d787dd881908d86c5fe52ca2561 |
completed | May 15, 2026, 1:19 p.m. |
Created at: April 10, 2026, 1:34 p.m.