Triple
T4138790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agnatha |
E89221
|
entity |
| Predicate | includesTaxon |
P1393
|
FINISHED |
| Object |
Cephalaspidomorphi (sensu lato)
Cephalaspidomorphi (sensu lato) is an extinct group of jawless vertebrates, including the armored ostracoderms, that played a key role in early vertebrate evolution.
|
E414612
|
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: Cephalaspidomorphi (sensu lato) | Statement: [Agnatha, includesTaxon, Cephalaspidomorphi (sensu lato)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cephalaspidomorphi (sensu lato) Context triple: [Agnatha, includesTaxon, Cephalaspidomorphi (sensu lato)]
-
A.
Holocephali
Holocephali is a subclass of cartilaginous fishes that includes the chimaeras, deep-sea relatives of sharks and rays characterized by a single gill opening and distinctive tooth plates.
-
B.
Ogcocephalidae
Ogcocephalidae is a family of benthic anglerfish commonly known as batfishes, characterized by their flattened bodies and modified pectoral fins used for walking along the seafloor.
-
C.
Kinorhyncha
Kinorhyncha are a phylum of minute, segmented, marine invertebrates known as mud dragons, characterized by a spiny head and burrowing lifestyle in marine sediments.
-
D.
Synanceiidae
Synanceiidae is a family of venomous marine fish commonly known as stonefishes, notorious for being among the most poisonous fish in the world.
-
E.
Leptosomiformes
Leptosomiformes is an order of birds that includes the cuckoo-roller, a distinctive species endemic to Madagascar and nearby islands.
- 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: Cephalaspidomorphi (sensu lato) Triple: [Agnatha, includesTaxon, Cephalaspidomorphi (sensu lato)]
Generated description
Cephalaspidomorphi (sensu lato) is an extinct group of jawless vertebrates, including the armored ostracoderms, that played a key role in early vertebrate evolution.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cephalaspidomorphi (sensu lato) Target entity description: Cephalaspidomorphi (sensu lato) is an extinct group of jawless vertebrates, including the armored ostracoderms, that played a key role in early vertebrate evolution.
-
A.
Holocephali
Holocephali is a subclass of cartilaginous fishes that includes the chimaeras, deep-sea relatives of sharks and rays characterized by a single gill opening and distinctive tooth plates.
-
B.
Ogcocephalidae
Ogcocephalidae is a family of benthic anglerfish commonly known as batfishes, characterized by their flattened bodies and modified pectoral fins used for walking along the seafloor.
-
C.
Kinorhyncha
Kinorhyncha are a phylum of minute, segmented, marine invertebrates known as mud dragons, characterized by a spiny head and burrowing lifestyle in marine sediments.
-
D.
Synanceiidae
Synanceiidae is a family of venomous marine fish commonly known as stonefishes, notorious for being among the most poisonous fish in the world.
-
E.
Leptosomiformes
Leptosomiformes is an order of birds that includes the cuckoo-roller, a distinctive species endemic to Madagascar and nearby islands.
- 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_69aed95785788190ae75bcf0cd1cafdf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02485a788190ba6ee769e663b2d3 |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576c9f8a081908c2910ac475e4974 |
completed | March 14, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69b57752b9a881909d4440de630121b9 |
completed | March 14, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b577d6d8ac8190bbd2025cbc326acc |
completed | March 14, 2026, 2:59 p.m. |
Created at: March 9, 2026, 3:43 p.m.