Triple
T14492405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springfield campus |
E359394
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Springfield, Queensland, Australia
Springfield, Queensland, Australia is a master-planned suburban community in the City of Ipswich known for its rapid growth, educational institutions, and modern residential developments.
|
E1103660
|
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: Springfield, Queensland, Australia | Statement: [Springfield campus, locatedIn, Springfield, Queensland, Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Springfield, Queensland, Australia Context triple: [Springfield campus, locatedIn, Springfield, Queensland, Australia]
-
A.
St George, Queensland
St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
-
B.
Maryborough, Queensland, Australia
Maryborough, Queensland, Australia is a historic city on the Mary River known for its colonial architecture and as the birthplace of "Mary Poppins" author P. L. Travers.
-
C.
Townsville, Queensland
Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
-
D.
Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
-
E.
Herston, Queensland
Herston, Queensland is an inner-city suburb of Brisbane known for its major health, education, and research precinct, including hospitals and university facilities.
- 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: Springfield, Queensland, Australia Triple: [Springfield campus, locatedIn, Springfield, Queensland, Australia]
Generated description
Springfield, Queensland, Australia is a master-planned suburban community in the City of Ipswich known for its rapid growth, educational institutions, and modern residential developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Springfield, Queensland, Australia Target entity description: Springfield, Queensland, Australia is a master-planned suburban community in the City of Ipswich known for its rapid growth, educational institutions, and modern residential developments.
-
A.
St George, Queensland
St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
-
B.
Maryborough, Queensland, Australia
Maryborough, Queensland, Australia is a historic city on the Mary River known for its colonial architecture and as the birthplace of "Mary Poppins" author P. L. Travers.
-
C.
Townsville, Queensland
Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
-
D.
Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
-
E.
Herston, Queensland
Herston, Queensland is an inner-city suburb of Brisbane known for its major health, education, and research precinct, including hospitals and university facilities.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de930f34d08190b4b30e54e2f702ed |
completed | April 14, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d9334708190baa2f8094df3c09e |
completed | May 8, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69fd6f80e3a081908c43915275898852 |
completed | May 8, 2026, 5:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7016a3c48190a1ea2fefeea92c60 |
completed | May 8, 2026, 5:09 a.m. |
Created at: April 10, 2026, 1:20 a.m.