Triple
T4206338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeremy Hunt |
E93790
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Lucia Guo
Lucia Guo is a Chinese-born businesswoman best known as the wife of British Conservative politician and former Chancellor of the Exchequer Jeremy Hunt.
|
E419867
|
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: Lucia Guo | Statement: [Jeremy Hunt, spouse, Lucia Guo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lucia Guo Context triple: [Jeremy Hunt, spouse, Lucia Guo]
-
A.
Sarah Guo
Sarah Guo is a prominent venture capitalist and technology investor known for backing early-stage enterprise and AI startups.
-
B.
Eugenia Yuan
Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
-
C.
Jean Liu
Jean Liu is a prominent Chinese business executive and technology entrepreneur best known for her leadership role in ride-hailing giant Didi Chuxing.
-
D.
Ellen Lee Zhou
Ellen Lee Zhou is a conservative social worker and community activist known for her long-shot campaigns for mayor of San Francisco, where she has promoted tough-on-crime and anti-establishment policies.
-
E.
Lori Huang
Lori Huang is the wife of NVIDIA co-founder and CEO Jensen Huang and is known for her low public profile despite her connection to the prominent tech executive.
- 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: Lucia Guo Triple: [Jeremy Hunt, spouse, Lucia Guo]
Generated description
Lucia Guo is a Chinese-born businesswoman best known as the wife of British Conservative politician and former Chancellor of the Exchequer Jeremy Hunt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lucia Guo Target entity description: Lucia Guo is a Chinese-born businesswoman best known as the wife of British Conservative politician and former Chancellor of the Exchequer Jeremy Hunt.
-
A.
Sarah Guo
Sarah Guo is a prominent venture capitalist and technology investor known for backing early-stage enterprise and AI startups.
-
B.
Eugenia Yuan
Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
-
C.
Jean Liu
Jean Liu is a prominent Chinese business executive and technology entrepreneur best known for her leadership role in ride-hailing giant Didi Chuxing.
-
D.
Ellen Lee Zhou
Ellen Lee Zhou is a conservative social worker and community activist known for her long-shot campaigns for mayor of San Francisco, where she has promoted tough-on-crime and anti-establishment policies.
-
E.
Lori Huang
Lori Huang is the wife of NVIDIA co-founder and CEO Jensen Huang and is known for her low public profile despite her connection to the prominent tech executive.
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b3480cfacc81909a2705eb4e9ce8c1 |
completed | March 12, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b58a1ae9708190ae0f520b402c7bb5 |
completed | March 14, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69b58b89dd54819095a596fa0361a5db |
completed | March 14, 2026, 4:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58c18fa24819099f122b3a79d1065 |
completed | March 14, 2026, 4:26 p.m. |
Created at: March 12, 2026, 11:03 p.m.