Triple
T12411473
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Australian Border Force |
E296525
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Department of Immigration and Border Protection (enforcement functions)
The Department of Immigration and Border Protection (enforcement functions) was the Australian government body responsible for immigration compliance, border security, and related enforcement activities prior to their consolidation into the Australian Border Force.
|
E982604
|
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: Department of Immigration and Border Protection (enforcement functions) | Statement: [Australian Border Force, predecessor, Department of Immigration and Border Protection (enforcement functions)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Immigration and Border Protection (enforcement functions) Context triple: [Australian Border Force, predecessor, Department of Immigration and Border Protection (enforcement functions)]
-
A.
department of immigration
The department of immigration is a government agency responsible for regulating the entry, stay, and exit of foreign nationals and managing a country’s immigration policies and procedures.
-
B.
Department of Border Management
The Department of Border Management is a division of India’s Ministry of Home Affairs responsible for overseeing the development, security, and management of the country’s international borders.
-
C.
Immigration Wing
Immigration Wing is a specialized division of Pakistan’s Federal Investigation Agency responsible for regulating and overseeing immigration and border-control matters.
-
D.
Bureau of Immigration
The Bureau of Immigration is the Philippine government agency responsible for administering and enforcing the country’s immigration, citizenship, and alien registration laws.
-
E.
Directorate General of Immigration
The Directorate General of Immigration is Indonesia’s national immigration authority responsible for regulating entry, stay, and exit of foreign nationals and citizens, as well as managing visas, residence permits, and border control.
- 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: Department of Immigration and Border Protection (enforcement functions) Triple: [Australian Border Force, predecessor, Department of Immigration and Border Protection (enforcement functions)]
Generated description
The Department of Immigration and Border Protection (enforcement functions) was the Australian government body responsible for immigration compliance, border security, and related enforcement activities prior to their consolidation into the Australian Border Force.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Immigration and Border Protection (enforcement functions) Target entity description: The Department of Immigration and Border Protection (enforcement functions) was the Australian government body responsible for immigration compliance, border security, and related enforcement activities prior to their consolidation into the Australian Border Force.
-
A.
department of immigration
The department of immigration is a government agency responsible for regulating the entry, stay, and exit of foreign nationals and managing a country’s immigration policies and procedures.
-
B.
Department of Border Management
The Department of Border Management is a division of India’s Ministry of Home Affairs responsible for overseeing the development, security, and management of the country’s international borders.
-
C.
Immigration Wing
Immigration Wing is a specialized division of Pakistan’s Federal Investigation Agency responsible for regulating and overseeing immigration and border-control matters.
-
D.
Bureau of Immigration
The Bureau of Immigration is the Philippine government agency responsible for administering and enforcing the country’s immigration, citizenship, and alien registration laws.
-
E.
Directorate General of Immigration
The Directorate General of Immigration is Indonesia’s national immigration authority responsible for regulating entry, stay, and exit of foreign nationals and citizens, as well as managing visas, residence permits, and border control.
- 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d6b0f9c8190813b6fe3f97570ac |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6348af5a8819083a075d145b15fd4 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f638cbb6dc8190a80ffe3430337855 |
completed | May 2, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6397a3458819095b94ae7f9d5f106 |
completed | May 2, 2026, 5:50 p.m. |
Created at: April 8, 2026, 9:55 p.m.