Triple

T4052407
Position Surface form Disambiguated ID Type / Status
Subject Nomadinae E84613 entity
Predicate hostGroup P2901 FINISHED
Object Halictidae
Halictidae is a large and diverse family of bees, commonly known as sweat bees, many of which are attracted to human perspiration and exhibit a wide range of social behaviors.
 E414883 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: Halictidae | Statement: [Nomadinae, hostGroup, Halictidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Halictidae
Context triple: [Nomadinae, hostGroup, Halictidae]
  • A. Apidae
    Apidae is a large and diverse family of bees that includes honey bees, bumblebees, stingless bees, and many other important pollinators found worldwide.
  • B. Apoidea
    Apoidea is a large superfamily of bees and related wasps that includes many of the world’s primary pollinators.
  • C. Vespidae
    Vespidae is a large family of wasps that includes many social and solitary species such as yellowjackets, hornets, and paper wasps, known for their often complex colony structures and sometimes painful stings.
  • D. Apocrita
    Apocrita is a large suborder of insects within the order Hymenoptera that includes wasps, bees, and ants, characterized by a narrow waist separating the thorax and abdomen.
  • E. Anthophorini
    Anthophorini is a tribe of long-tongued, often fast-flying solitary bees commonly known as digger or flower bees, recognized for their robust bodies and frequent association with sandy or bare soil nesting sites.
  • 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: Halictidae
Triple: [Nomadinae, hostGroup, Halictidae]
Generated description
Halictidae is a large and diverse family of bees, commonly known as sweat bees, many of which are attracted to human perspiration and exhibit a wide range of social behaviors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Halictidae
Target entity description: Halictidae is a large and diverse family of bees, commonly known as sweat bees, many of which are attracted to human perspiration and exhibit a wide range of social behaviors.
  • A. Apidae
    Apidae is a large and diverse family of bees that includes honey bees, bumblebees, stingless bees, and many other important pollinators found worldwide.
  • B. Apoidea
    Apoidea is a large superfamily of bees and related wasps that includes many of the world’s primary pollinators.
  • C. Vespidae
    Vespidae is a large family of wasps that includes many social and solitary species such as yellowjackets, hornets, and paper wasps, known for their often complex colony structures and sometimes painful stings.
  • D. Apocrita
    Apocrita is a large suborder of insects within the order Hymenoptera that includes wasps, bees, and ants, characterized by a narrow waist separating the thorax and abdomen.
  • E. Anthophorini
    Anthophorini is a tribe of long-tongued, often fast-flying solitary bees commonly known as digger or flower bees, recognized for their robust bodies and frequent association with sandy or bare soil nesting sites.
  • 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01994b0c8190b34af36acadad5c6 completed March 9, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576966bd081909b804a3ccc18c1ee completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577d391ac8190b6062b1f64e2e7e8 completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5787ed214819092fc425152069df9 completed March 14, 2026, 3:02 p.m.
Created at: March 9, 2026, 3:37 p.m.