Triple

T7576924
Position Surface form Disambiguated ID Type / Status
Subject Muscicapoidea E179382 entity
Predicate includesFamily P3600 FINISHED
Object Buphagidae
Buphagidae is a small family of African passerine birds known as oxpeckers, which feed on ticks and other parasites found on large mammals.
 E673384 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: Buphagidae | Statement: [Muscicapoidea, includesFamily, Buphagidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Buphagidae
Context triple: [Muscicapoidea, includesFamily, Buphagidae]
  • A. Sapygidae
    Sapygidae is a small family of parasitic wasps within the superfamily Vespoidea, whose larvae typically develop as parasitoids of solitary bees.
  • B. Fundulidae
    Fundulidae is a family of small ray-finned fishes commonly known as topminnows and killifishes, found primarily in freshwater and coastal habitats of North and Central America.
  • C. Moronidae
    Moronidae is a family of temperate bass fishes that includes several popular game and food species found in freshwater and coastal marine environments.
  • D. Bedotiidae
    Bedotiidae is a family of freshwater fishes known as Madagascar rainbowfishes, endemic to Madagascar and noted for their bright coloration and ecological specialization.
  • E. Odobenidae
    Odobenidae is the biological family that comprises walruses, large marine mammals known for their long tusks and Arctic habitat.
  • 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: Buphagidae
Triple: [Muscicapoidea, includesFamily, Buphagidae]
Generated description
Buphagidae is a small family of African passerine birds known as oxpeckers, which feed on ticks and other parasites found on large mammals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Buphagidae
Target entity description: Buphagidae is a small family of African passerine birds known as oxpeckers, which feed on ticks and other parasites found on large mammals.
  • A. Sapygidae
    Sapygidae is a small family of parasitic wasps within the superfamily Vespoidea, whose larvae typically develop as parasitoids of solitary bees.
  • B. Fundulidae
    Fundulidae is a family of small ray-finned fishes commonly known as topminnows and killifishes, found primarily in freshwater and coastal habitats of North and Central America.
  • C. Moronidae
    Moronidae is a family of temperate bass fishes that includes several popular game and food species found in freshwater and coastal marine environments.
  • D. Bedotiidae
    Bedotiidae is a family of freshwater fishes known as Madagascar rainbowfishes, endemic to Madagascar and noted for their bright coloration and ecological specialization.
  • E. Odobenidae
    Odobenidae is the biological family that comprises walruses, large marine mammals known for their long tusks and Arctic habitat.
  • 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_69c69f327db881909a21ae3b156f8ded completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f94b7d5c81909d246845f922d969 completed March 27, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856edb2088190939cee9c5a419c11 completed March 28, 2026, 10:32 p.m.
NEDg Description generation batch_69c857bcb7088190baf390d63e0941d4 completed March 28, 2026, 10:35 p.m.
NED2 Entity disambiguation (via description) batch_69c8582cd3d08190811b7e5b1f98a28c completed March 28, 2026, 10:37 p.m.
Created at: March 27, 2026, 3:51 p.m.