Triple
T3621976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Wedding |
E76746
|
entity |
| Predicate | hasCastMember |
P2308
|
FINISHED |
| Object |
Marta Heflin
Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
|
E373009
|
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: Marta Heflin | Statement: [A Wedding, hasCastMember, Marta Heflin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marta Heflin Context triple: [A Wedding, hasCastMember, Marta Heflin]
-
A.
Mary Burwell
Mary Burwell was an English gentlewoman best known as the mother of Sir Robert Walpole, Britain’s first de facto Prime Minister.
-
B.
Roberta Sue Ficker
Roberta Sue Ficker is the birth name of Suzanne Farrell, the renowned American ballerina and longtime muse of choreographer George Balanchine.
-
C.
Roberta Sue Ficker
Roberta Sue Ficker is the birth name of American actress and singer Roberta Peters, a renowned coloratura soprano celebrated for her long and distinguished career at the Metropolitan Opera.
-
D.
Toni Estes
Toni Estes is an American R&B singer and songwriter known for her work in the late 1990s and early 2000s, including collaborations with prominent artists and contributions to contemporary R&B tracks.
-
E.
Kathy Evers
Kathy Evers is the First Lady of Wisconsin and the wife of Governor Tony Evers.
- 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: Marta Heflin Triple: [A Wedding, hasCastMember, Marta Heflin]
Generated description
Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marta Heflin Target entity description: Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
-
A.
Mary Burwell
Mary Burwell was an English gentlewoman best known as the mother of Sir Robert Walpole, Britain’s first de facto Prime Minister.
-
B.
Roberta Sue Ficker
Roberta Sue Ficker is the birth name of Suzanne Farrell, the renowned American ballerina and longtime muse of choreographer George Balanchine.
-
C.
Roberta Sue Ficker
Roberta Sue Ficker is the birth name of American actress and singer Roberta Peters, a renowned coloratura soprano celebrated for her long and distinguished career at the Metropolitan Opera.
-
D.
Toni Estes
Toni Estes is an American R&B singer and songwriter known for her work in the late 1990s and early 2000s, including collaborations with prominent artists and contributions to contemporary R&B tracks.
-
E.
Kathy Evers
Kathy Evers is the First Lady of Wisconsin and the wife of Governor Tony Evers.
- 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_69ad85dae2fc81908d1ceadbc6af0089 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc2bb12cc8190bd67597cf3b66a3a |
completed | March 8, 2026, 6:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4331e75d08190ad1ce3e7ef26454a |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b436140e9c81909c0616e6fce36c2b |
completed | March 13, 2026, 4:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b439c83580819091024e692847a7db |
completed | March 13, 2026, 4:22 p.m. |
Created at: March 8, 2026, 3:23 p.m.