Triple
T7018510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ACT Legislative Assembly |
E162756
|
entity |
| Predicate | hasSpeaker |
P981
|
FINISHED |
| Object |
Joy Burch
Joy Burch is an Australian politician who has served as a senior member of the Australian Capital Territory’s Legislative Assembly, including in key leadership roles.
|
E637070
|
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: Joy Burch | Statement: [ACT Legislative Assembly, hasSpeaker, Joy Burch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joy Burch Context triple: [ACT Legislative Assembly, hasSpeaker, Joy Burch]
-
A.
Gretel Ehrlich
Gretel Ehrlich is an American author and essayist best known for her nature writing and reflections on rural life, particularly in works like "The Solace of Open Spaces."
-
B.
Diane Freeling
Diane Freeling is the mother and central protagonist in the 1982 horror film "Poltergeist," known for her desperate efforts to save her daughter from malevolent supernatural forces.
-
C.
Deborah Darnell
Deborah Darnell is an Egyptologist known for co-discovering the Wadi el-Hol inscriptions, which are among the earliest examples of alphabetic writing.
-
D.
Kay Boyle
Kay Boyle was an American writer and political activist associated with the Lost Generation, known for her experimental fiction, poetry, and short stories set in Europe between the World Wars.
-
E.
Vicki Brooks
Vicki Brooks is a member of Melbourne’s notorious Pettingill crime family, which has been linked to various organized criminal activities in Australia.
- 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: Joy Burch Triple: [ACT Legislative Assembly, hasSpeaker, Joy Burch]
Generated description
Joy Burch is an Australian politician who has served as a senior member of the Australian Capital Territory’s Legislative Assembly, including in key leadership roles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joy Burch Target entity description: Joy Burch is an Australian politician who has served as a senior member of the Australian Capital Territory’s Legislative Assembly, including in key leadership roles.
-
A.
Gretel Ehrlich
Gretel Ehrlich is an American author and essayist best known for her nature writing and reflections on rural life, particularly in works like "The Solace of Open Spaces."
-
B.
Diane Freeling
Diane Freeling is the mother and central protagonist in the 1982 horror film "Poltergeist," known for her desperate efforts to save her daughter from malevolent supernatural forces.
-
C.
Deborah Darnell
Deborah Darnell is an Egyptologist known for co-discovering the Wadi el-Hol inscriptions, which are among the earliest examples of alphabetic writing.
-
D.
Kay Boyle
Kay Boyle was an American writer and political activist associated with the Lost Generation, known for her experimental fiction, poetry, and short stories set in Europe between the World Wars.
-
E.
Vicki Brooks
Vicki Brooks is a member of Melbourne’s notorious Pettingill crime family, which has been linked to various organized criminal activities in Australia.
- 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_69c6885a127c8190867b059bdccf13ff |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e1e79c108190a507335e9dbf2716 |
completed | March 27, 2026, 8 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7756a50608190b548ce4aeaaf9f9d |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c77814712881908d0754fd02514f94 |
completed | March 28, 2026, 6:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c778f30b248190a4a02039de68b965 |
completed | March 28, 2026, 6:45 a.m. |
Created at: March 27, 2026, 2:34 p.m.