Triple
T4588535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George J. Mitchell |
E103426
|
entity |
| Predicate | hasSpouse |
P13
|
FINISHED |
| Object |
Heather MacLachlan
Heather MacLachlan is best known as the wife of former U.S. Senator and diplomat George J. Mitchell.
|
E455446
|
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: Heather MacLachlan | Statement: [George J. Mitchell, hasSpouse, Heather MacLachlan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heather MacLachlan Context triple: [George J. Mitchell, hasSpouse, Heather MacLachlan]
-
A.
Katherine Patrick
Katherine Patrick is the daughter of former Massachusetts governor Deval Patrick and has occasionally appeared in public alongside her politically prominent family.
-
B.
Claire Jackman
Claire Jackman is a fictional character portrayed by actress Gina Bellman, known from her work in British television and film.
-
C.
Suzanne Mackie
Suzanne Mackie is a British television and film producer known for her work on acclaimed projects such as "The Crown" and other high-profile UK dramas.
-
D.
Sarah Sedgwick
Sarah Sedgwick was a colonial-era New England woman known primarily as the wife of Harvard-educated lawyer and Massachusetts governor John Leverett.
-
E.
Calista Flockhart
Calista Flockhart is an American actress best known for her title role as a quirky lawyer in the television series "Ally McBeal."
- 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: Heather MacLachlan Triple: [George J. Mitchell, hasSpouse, Heather MacLachlan]
Generated description
Heather MacLachlan is best known as the wife of former U.S. Senator and diplomat George J. Mitchell.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heather MacLachlan Target entity description: Heather MacLachlan is best known as the wife of former U.S. Senator and diplomat George J. Mitchell.
-
A.
Katherine Patrick
Katherine Patrick is the daughter of former Massachusetts governor Deval Patrick and has occasionally appeared in public alongside her politically prominent family.
-
B.
Claire Jackman
Claire Jackman is a fictional character portrayed by actress Gina Bellman, known from her work in British television and film.
-
C.
Suzanne Mackie
Suzanne Mackie is a British television and film producer known for her work on acclaimed projects such as "The Crown" and other high-profile UK dramas.
-
D.
Sarah Sedgwick
Sarah Sedgwick was a colonial-era New England woman known primarily as the wife of Harvard-educated lawyer and Massachusetts governor John Leverett.
-
E.
Calista Flockhart
Calista Flockhart is an American actress best known for her title role as a quirky lawyer in the television series "Ally McBeal."
- 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_69bd43dccaf08190aa89e9991a289719 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd592115fc8190b1aee1d8bbaf1ee3 |
completed | March 20, 2026, 2:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde0b9f700819082b0e5171132d0f3 |
completed | March 21, 2026, 12:05 a.m. |
| NEDg | Description generation | batch_69bde31735a481909d005e6c44e2f114 |
completed | March 21, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bde6d185088190b94580f53038d883 |
completed | March 21, 2026, 12:31 a.m. |
Created at: March 20, 2026, 1:11 p.m.