Triple

T7575571
Position Surface form Disambiguated ID Type / Status
Subject Dinosauria E179354 entity
Predicate hasMember P10 FINISHED
Object Pachycephalosauria
Pachycephalosauria is a group of bipedal herbivorous dinosaurs known for their thick, domed skulls, which may have been used in head-butting or display behaviors.
E366859 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: Pachycephalosauria | Statement: [Dinosauria, hasMember, Pachycephalosauria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pachycephalosauria
Context triple: [Dinosauria, hasMember, Pachycephalosauria]
  • A. Pachycephalidae
    Pachycephalidae is a family of passerine birds, commonly known as whistlers and their allies, found mainly in Australasia and noted for their strong, melodious vocalizations.
  • B. Pachycephalosaurus wyomingensis
    Pachycephalosaurus wyomingensis is a Late Cretaceous dome-skulled herbivorous dinosaur known for its extremely thick, bony skull roof, thought to have been used in head-butting or display behaviors.
  • C. Nodosauridae
    Nodosauridae is a family of heavily armored, herbivorous ankylosaurian dinosaurs characterized by bony plates and spikes but lacking tail clubs, known from the Late Jurassic to Late Cretaceous.
  • D. Pachycephalopsis
    Pachycephalopsis is a small genus of Australasian robins, comprising insectivorous passerine birds native to New Guinea and nearby regions.
  • E. Hadrosauridae
    Hadrosauridae is a family of herbivorous "duck-billed" dinosaurs known for their broad, flattened snouts and often elaborate cranial crests, which thrived during the Late Cretaceous period.
  • 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: Pachycephalosauria
Triple: [Dinosauria, hasMember, Pachycephalosauria]
Generated description
Pachycephalosauria is a group of bipedal herbivorous dinosaurs known for their thick, domed skulls, which may have been used in head-butting or display behaviors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pachycephalosauria
Target entity description: Pachycephalosauria is a group of bipedal herbivorous dinosaurs known for their thick, domed skulls, which may have been used in head-butting or display behaviors.
  • A. Pachycephalidae
    Pachycephalidae is a family of passerine birds, commonly known as whistlers and their allies, found mainly in Australasia and noted for their strong, melodious vocalizations.
  • B. Pachycephalosaurus wyomingensis chosen
    Pachycephalosaurus wyomingensis is a Late Cretaceous dome-skulled herbivorous dinosaur known for its extremely thick, bony skull roof, thought to have been used in head-butting or display behaviors.
  • C. Nodosauridae
    Nodosauridae is a family of heavily armored, herbivorous ankylosaurian dinosaurs characterized by bony plates and spikes but lacking tail clubs, known from the Late Jurassic to Late Cretaceous.
  • D. Pachycephalopsis
    Pachycephalopsis is a small genus of Australasian robins, comprising insectivorous passerine birds native to New Guinea and nearby regions.
  • E. Hadrosauridae
    Hadrosauridae is a family of herbivorous "duck-billed" dinosaurs known for their broad, flattened snouts and often elaborate cranial crests, which thrived during the Late Cretaceous period.
  • F. None of above.

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_69c69f316e50819081a271c85c06f918 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f94a25148190b5b76e000e0336c4 completed March 27, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c861673ae48190b86e8023fd02771c completed March 28, 2026, 11:16 p.m.
NEDg Description generation batch_69c861efe5bc81909ea8eb9ddcd7cd82 completed March 28, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69c86259a5888190a6fb6a8564188d54 completed March 28, 2026, 11:20 p.m.
Created at: March 27, 2026, 3:51 p.m.