Triple

T17406607
Position Surface form Disambiguated ID Type / Status
Subject Marmarica E423231 entity
Predicate inhabitedBy P6481 FINISHED
Object Marmaridae
Marmaridae were an ancient Libyan people who inhabited the region of Marmarica in North Africa.
 E1267265 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: Marmaridae | Statement: [Marmarica, inhabitedBy, Marmaridae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marmaridae
Context triple: [Marmarica, inhabitedBy, Marmaridae]
  • A. Moridae
    Moridae is a family of deep-sea cod-like fishes known for their elongated bodies and occurrence in cold and temperate ocean waters worldwide.
  • B. Ulmaridae
    Ulmaridae is a family of true jellyfish (class Scyphozoa) that includes the well-known moon jellies of the genus Aurelia.
  • C. Luvaridae
    Luvaridae is a small family of large, deep-bodied marine fishes best known for the louvar (Luvarus imperialis), a rare and distinctive pelagic species found in warm oceans worldwide.
  • D. Salangidae
    Salangidae is a family of small, often transparent fishes commonly known as icefishes or noodlefishes, found primarily in coastal and freshwater habitats of East Asia.
  • E. Sebastidae
    Sebastidae is a family of marine ray-finned fishes commonly known as rockfishes, many of which are long-lived, bottom-dwelling species important in commercial and recreational fisheries.
  • 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: Marmaridae
Triple: [Marmarica, inhabitedBy, Marmaridae]
Generated description
Marmaridae were an ancient Libyan people who inhabited the region of Marmarica in North Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marmaridae
Target entity description: Marmaridae were an ancient Libyan people who inhabited the region of Marmarica in North Africa.
  • A. Moridae
    Moridae is a family of deep-sea cod-like fishes known for their elongated bodies and occurrence in cold and temperate ocean waters worldwide.
  • B. Ulmaridae
    Ulmaridae is a family of true jellyfish (class Scyphozoa) that includes the well-known moon jellies of the genus Aurelia.
  • C. Luvaridae
    Luvaridae is a small family of large, deep-bodied marine fishes best known for the louvar (Luvarus imperialis), a rare and distinctive pelagic species found in warm oceans worldwide.
  • D. Salangidae
    Salangidae is a family of small, often transparent fishes commonly known as icefishes or noodlefishes, found primarily in coastal and freshwater habitats of East Asia.
  • E. Sebastidae
    Sebastidae is a family of marine ray-finned fishes commonly known as rockfishes, many of which are long-lived, bottom-dwelling species important in commercial and recreational fisheries.
  • 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43b081ae08190b144e333a3a74b02 completed April 19, 2026, 2:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a7f9bc508190aeae98b45c002d75 completed May 11, 2026, 9:57 a.m.
NEDg Description generation batch_6a01a898ceb48190ba3d40c898b17158 completed May 11, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_6a01a9183410819083c8239e3ce38ea2 completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 5:45 a.m.