Triple
T3655779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Queensland University |
E77525
|
entity |
| Predicate | hasCampusIn |
P4623
|
FINISHED |
| Object |
Emerald
Emerald is a rural town in Central Queensland, Australia, known as a regional service and education hub for the surrounding agricultural and mining communities.
|
E377704
|
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: Emerald | Statement: [Central Queensland University, hasCampusIn, Emerald]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emerald Context triple: [Central Queensland University, hasCampusIn, Emerald]
-
A.
Emeralds
Emeralds are precious green gemstones, a variety of the mineral beryl colored by trace amounts of chromium or vanadium, highly valued in jewelry for their rich hue and rarity.
-
B.
Aquamarine
Aquamarine is a blue to blue-green variety of the mineral beryl, prized as a gemstone for its clear, sea-colored appearance.
-
C.
Sapphire
Sapphire is an American author best known for her novel "Push," which was adapted into the acclaimed film "Precious."
-
D.
Stuart Sapphire
The Stuart Sapphire is a historic blue sapphire of royal provenance, prominently set in the British Imperial State Crown.
-
E.
Morganite
Morganite is a pink to peach-colored gemstone variety of beryl, prized for its delicate pastel hues and brilliance in jewelry.
- 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: Emerald Triple: [Central Queensland University, hasCampusIn, Emerald]
Generated description
Emerald is a rural town in Central Queensland, Australia, known as a regional service and education hub for the surrounding agricultural and mining communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emerald Target entity description: Emerald is a rural town in Central Queensland, Australia, known as a regional service and education hub for the surrounding agricultural and mining communities.
-
A.
Emeralds
Emeralds are precious green gemstones, a variety of the mineral beryl colored by trace amounts of chromium or vanadium, highly valued in jewelry for their rich hue and rarity.
-
B.
Aquamarine
Aquamarine is a blue to blue-green variety of the mineral beryl, prized as a gemstone for its clear, sea-colored appearance.
-
C.
Sapphire
Sapphire is an American author best known for her novel "Push," which was adapted into the acclaimed film "Precious."
-
D.
Stuart Sapphire
The Stuart Sapphire is a historic blue sapphire of royal provenance, prominently set in the British Imperial State Crown.
-
E.
Morganite
Morganite is a pink to peach-colored gemstone variety of beryl, prized for its delicate pastel hues and brilliance in jewelry.
- 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_69ad85def5cc8190863dccf55a18bebb |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3baf57c8190b72b5d1b910d9db6 |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4883dc5408190a6e7e110acf03a15 |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b48b3c360c8190a9851b8f5f639bef |
completed | March 13, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4af2032188190b29939d5dc19ccd1 |
completed | March 14, 2026, 12:43 a.m. |
Created at: March 8, 2026, 3:24 p.m.