Triple
T3043365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Gandolfini |
E83182
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Deborah Lin
Deborah Lin is a former model and actress best known as the widow of "The Sopranos" star James Gandolfini.
|
E321056
|
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: Deborah Lin | Statement: [James Gandolfini, spouse, Deborah Lin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Lin Context triple: [James Gandolfini, spouse, Deborah Lin]
-
A.
Jane Lin
Jane Lin is the wife of acclaimed Taiwanese-American film director Ang Lee.
-
B.
Shirley Lin
Shirley Lin is best known as the mother of former NBA point guard Jeremy Lin, who gained international fame during the "Linsanity" era with the New York Knicks.
-
C.
Karen Kwan
Karen Kwan is an American figure skater and the older sister of Olympic medalist Michelle Kwan.
-
D.
Eileen Loo
Eileen Loo was the wife of renowned Chinese-American architect I. M. Pei and a supportive partner throughout his celebrated career.
-
E.
Brenda Hsueh
Brenda Hsueh is a Canadian screenwriter and producer known for her work in television comedy and animation, including contributing to major studio projects.
- 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: Deborah Lin Triple: [James Gandolfini, spouse, Deborah Lin]
Generated description
Deborah Lin is a former model and actress best known as the widow of "The Sopranos" star James Gandolfini.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Lin Target entity description: Deborah Lin is a former model and actress best known as the widow of "The Sopranos" star James Gandolfini.
-
A.
Jane Lin
Jane Lin is the wife of acclaimed Taiwanese-American film director Ang Lee.
-
B.
Shirley Lin
Shirley Lin is best known as the mother of former NBA point guard Jeremy Lin, who gained international fame during the "Linsanity" era with the New York Knicks.
-
C.
Karen Kwan
Karen Kwan is an American figure skater and the older sister of Olympic medalist Michelle Kwan.
-
D.
Eileen Loo
Eileen Loo was the wife of renowned Chinese-American architect I. M. Pei and a supportive partner throughout his celebrated career.
-
E.
Brenda Hsueh
Brenda Hsueh is a Canadian screenwriter and producer known for her work in television comedy and animation, including contributing to major studio projects.
- 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_69ad8b2298908190a7cb4e9bdbf064d0 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9b5ec5988190b8b6c95c743c6d1e |
completed | March 8, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ded35e008190be7dd72aa7537a3b |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1dfa2fb28819089d7d76d9dc72e06 |
completed | March 11, 2026, 9:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e0243a848190bce24d035a79fc0a |
completed | March 11, 2026, 9:35 p.m. |
Created at: March 8, 2026, 3:01 p.m.