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.