Triple
T13093804
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tangkoko Batuangus Nature Reserve |
E310528
|
entity |
| Predicate | habitatFor |
P6481
|
FINISHED |
| Object |
knobbed hornbill
The knobbed hornbill is a large, colorful hornbill species native to Sulawesi and nearby Indonesian islands, known for the prominent casque or “knob” on its bill and its dependence on forest habitats.
|
E1019529
|
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: knobbed hornbill | Statement: [Tangkoko Batuangus Nature Reserve, habitatFor, knobbed hornbill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: knobbed hornbill Context triple: [Tangkoko Batuangus Nature Reserve, habitatFor, knobbed hornbill]
-
A.
rufous-necked hornbill
The rufous-necked hornbill is a large, vividly colored Asian hornbill species native to forested regions of the eastern Himalayas and Southeast Asia, known for its striking rufous head and neck and its dependence on mature evergreen forests.
-
B.
Great hornbill
The great hornbill is a large, striking forest bird of South and Southeast Asia, known for its massive curved bill topped with a prominent casque and its loud, whooshing wingbeats.
-
C.
Sumba hornbill
The Sumba hornbill is a large, distinctive hornbill species native only to Indonesia’s Sumba Island, known for its prominent bill and role in the island’s forest ecosystem.
-
D.
Indian grey hornbill
The Indian grey hornbill is a medium-sized, predominantly grey hornbill native to the Indian subcontinent, commonly found in wooded habitats and known for its loud calls and distinctive casque-topped bill.
-
E.
Abyssinian ground hornbill
The Abyssinian ground hornbill is a large, terrestrial African hornbill known for its striking black plumage, vivid facial skin, and habit of walking long distances across savannas in search of prey.
- 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: knobbed hornbill Triple: [Tangkoko Batuangus Nature Reserve, habitatFor, knobbed hornbill]
Generated description
The knobbed hornbill is a large, colorful hornbill species native to Sulawesi and nearby Indonesian islands, known for the prominent casque or “knob” on its bill and its dependence on forest habitats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: knobbed hornbill Target entity description: The knobbed hornbill is a large, colorful hornbill species native to Sulawesi and nearby Indonesian islands, known for the prominent casque or “knob” on its bill and its dependence on forest habitats.
-
A.
rufous-necked hornbill
The rufous-necked hornbill is a large, vividly colored Asian hornbill species native to forested regions of the eastern Himalayas and Southeast Asia, known for its striking rufous head and neck and its dependence on mature evergreen forests.
-
B.
Great hornbill
The great hornbill is a large, striking forest bird of South and Southeast Asia, known for its massive curved bill topped with a prominent casque and its loud, whooshing wingbeats.
-
C.
Sumba hornbill
The Sumba hornbill is a large, distinctive hornbill species native only to Indonesia’s Sumba Island, known for its prominent bill and role in the island’s forest ecosystem.
-
D.
Indian grey hornbill
The Indian grey hornbill is a medium-sized, predominantly grey hornbill native to the Indian subcontinent, commonly found in wooded habitats and known for its loud calls and distinctive casque-topped bill.
-
E.
Abyssinian ground hornbill
The Abyssinian ground hornbill is a large, terrestrial African hornbill known for its striking black plumage, vivid facial skin, and habit of walking long distances across savannas in search of prey.
- 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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d9813cd1b881909871a318fdd60672 |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d617f1908190a2fa147bedede54f |
completed | May 3, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69f6d6e326408190b7906c7ea8e3ef85 |
completed | May 3, 2026, 5:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d873b978819097962c82e8ffdac8 |
completed | May 3, 2026, 5:09 a.m. |
Created at: April 9, 2026, 9:03 p.m.