Triple
T11809627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William F. Weld |
E280835
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Leslie Marshall
Leslie Marshall is an American attorney and businesswoman best known as the wife of former Massachusetts governor William F. Weld.
|
E949911
|
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: Leslie Marshall | Statement: [William F. Weld, spouse, Leslie Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leslie Marshall Context triple: [William F. Weld, spouse, Leslie Marshall]
-
A.
Lewis G. Stevenson
Lewis G. Stevenson was an American politician and public official from Illinois, known for his role in the prominent Stevenson political family.
-
B.
Martin Boyd
Martin Boyd was an Australian-born novelist best known for his sophisticated depictions of Anglo-Australian upper-class life and themes of identity and exile in the early to mid-20th century.
-
C.
Walter S. Gifford
Walter S. Gifford was an American businessman and executive who served as president of AT&T and held prominent government advisory roles, particularly during World War I and the interwar period.
-
D.
Richard Fairbank
Richard Fairbank is an American businessman best known as the co-founder and longtime CEO of the financial services company Capital One.
-
E.
George O’Brien
George O’Brien was an American film actor best known as a leading man in silent-era Westerns and adventure films who successfully transitioned into sound cinema.
- 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: Leslie Marshall Triple: [William F. Weld, spouse, Leslie Marshall]
Generated description
Leslie Marshall is an American attorney and businesswoman best known as the wife of former Massachusetts governor William F. Weld.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leslie Marshall Target entity description: Leslie Marshall is an American attorney and businesswoman best known as the wife of former Massachusetts governor William F. Weld.
-
A.
Lewis G. Stevenson
Lewis G. Stevenson was an American politician and public official from Illinois, known for his role in the prominent Stevenson political family.
-
B.
Martin Boyd
Martin Boyd was an Australian-born novelist best known for his sophisticated depictions of Anglo-Australian upper-class life and themes of identity and exile in the early to mid-20th century.
-
C.
Walter S. Gifford
Walter S. Gifford was an American businessman and executive who served as president of AT&T and held prominent government advisory roles, particularly during World War I and the interwar period.
-
D.
Richard Fairbank
Richard Fairbank is an American businessman best known as the co-founder and longtime CEO of the financial services company Capital One.
-
E.
George O’Brien
George O’Brien was an American film actor best known as a leading man in silent-era Westerns and adventure films who successfully transitioned into sound cinema.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5ca50a081908a198b336d8c2b98 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f166f16a908190803cc986ce596aa1 |
completed | April 29, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69f170034b488190a6976d3333823caa |
completed | April 29, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f17805325881908b98eb9c8fc59778 |
completed | April 29, 2026, 3:16 a.m. |
Created at: April 8, 2026, 9:42 p.m.