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.