Triple
T5520005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Guilfoyle |
E144779
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Fraser government
The Fraser government was the federal administration of Australian Prime Minister Malcolm Fraser, which held office from 1975 to 1983 and was led by the Liberal–National Coalition.
|
E532403
|
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: Fraser government | Statement: [Margaret Guilfoyle, partOf, Fraser government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraser government Context triple: [Margaret Guilfoyle, partOf, Fraser government]
-
A.
Goderich ministry
The Goderich ministry was the short-lived British government led by Viscount Goderich from 1827 to 1828, marked by internal divisions and lack of clear direction.
-
B.
Second MacDonald government
The Second MacDonald government was the British National Government led by Labour Prime Minister Ramsay MacDonald from 1931, formed in response to the economic crisis of the Great Depression and dominated by Conservative support.
-
C.
Chamberlain government
The Chamberlain government was the British administration led by Prime Minister Neville Chamberlain in the late 1930s and early World War II, noted especially for its policy of appeasement toward Nazi Germany.
-
D.
First MacDonald government
The First MacDonald government was the initial Labour administration in the United Kingdom, led by Ramsay MacDonald in 1924, marking the first time the Labour Party formed a national government.
-
E.
Andrew Fisher government
The Andrew Fisher government was an early 20th-century Australian Labor administration known for its progressive nation-building agenda, including major social, financial, and infrastructure reforms.
- 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: Fraser government Triple: [Margaret Guilfoyle, partOf, Fraser government]
Generated description
The Fraser government was the federal administration of Australian Prime Minister Malcolm Fraser, which held office from 1975 to 1983 and was led by the Liberal–National Coalition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fraser government Target entity description: The Fraser government was the federal administration of Australian Prime Minister Malcolm Fraser, which held office from 1975 to 1983 and was led by the Liberal–National Coalition.
-
A.
Goderich ministry
The Goderich ministry was the short-lived British government led by Viscount Goderich from 1827 to 1828, marked by internal divisions and lack of clear direction.
-
B.
Second MacDonald government
The Second MacDonald government was the British National Government led by Labour Prime Minister Ramsay MacDonald from 1931, formed in response to the economic crisis of the Great Depression and dominated by Conservative support.
-
C.
Chamberlain government
The Chamberlain government was the British administration led by Prime Minister Neville Chamberlain in the late 1930s and early World War II, noted especially for its policy of appeasement toward Nazi Germany.
-
D.
First MacDonald government
The First MacDonald government was the initial Labour administration in the United Kingdom, led by Ramsay MacDonald in 1924, marking the first time the Labour Party formed a national government.
-
E.
Andrew Fisher government
The Andrew Fisher government was an early 20th-century Australian Labor administration known for its progressive nation-building agenda, including major social, financial, and infrastructure reforms.
- 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_69c008f873a481909b4d9f7e2db3c37d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f7082ac8190a372fa75e8dec6a4 |
completed | March 22, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c027e995e88190833762cb94a781cc |
completed | March 22, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c03f8b6e948190870b98d6d69193fe |
completed | March 22, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0404aedc08190a9b146466486be6e |
completed | March 22, 2026, 7:17 p.m. |
Created at: March 22, 2026, 3:33 p.m.