Triple

T8914330
Position Surface form Disambiguated ID Type / Status
Subject Oreomanes fraseri E212258 entity
Predicate namedAfter P63 FINISHED
Object Louis Fraser
Louis Fraser was a 19th-century British zoologist and collector known for his contributions to natural history and the description of new species.
E790958 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: Louis Fraser | Statement: [Oreomanes fraseri, namedAfter, Louis Fraser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Fraser
Context triple: [Oreomanes fraseri, namedAfter, Louis Fraser]
  • A. Louis James Fraser
    Louis James Fraser was a Scottish trader and prospector in Malaya whose activities in the Pahang highlands led to the development of the hill station later named Fraser's Hill in his honor.
  • B. Charles Fraser
    Charles Fraser was a Scottish laird and member of the Fraser family who oversaw significant restoration work on the historic Castle Fraser in Aberdeenshire.
  • C. William Fraser
    William Fraser was a member of the Hunter Commission, a British-appointed committee established in 1919 to investigate the Jallianwala Bagh massacre and related events in colonial India.
  • D. Francis Hughes
    Francis Hughes was a Provisional Irish Republican Army volunteer from Northern Ireland who became widely known for dying on hunger strike in the Maze Prison in 1981.
  • E. Ronald Fraser
    Ronald Fraser was a British character actor known for his distinctive gruff charm and prolific work in film, television, and theatre from the 1950s through the 1980s.
  • 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: Louis Fraser
Triple: [Oreomanes fraseri, namedAfter, Louis Fraser]
Generated description
Louis Fraser was a 19th-century British zoologist and collector known for his contributions to natural history and the description of new species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Fraser
Target entity description: Louis Fraser was a 19th-century British zoologist and collector known for his contributions to natural history and the description of new species.
  • A. Louis James Fraser
    Louis James Fraser was a Scottish trader and prospector in Malaya whose activities in the Pahang highlands led to the development of the hill station later named Fraser's Hill in his honor.
  • B. Charles Fraser
    Charles Fraser was a Scottish laird and member of the Fraser family who oversaw significant restoration work on the historic Castle Fraser in Aberdeenshire.
  • C. William Fraser
    William Fraser was a member of the Hunter Commission, a British-appointed committee established in 1919 to investigate the Jallianwala Bagh massacre and related events in colonial India.
  • D. Francis Hughes
    Francis Hughes was a Provisional Irish Republican Army volunteer from Northern Ireland who became widely known for dying on hunger strike in the Maze Prison in 1981.
  • E. Ronald Fraser
    Ronald Fraser was a British character actor known for his distinctive gruff charm and prolific work in film, television, and theatre from the 1950s through the 1980s.
  • 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_69ca8393b1808190bd4336787ffa2c40 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc660e620c8190b02b9843c8f02bfa completed April 1, 2026, 12:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0c6b99a3c8190b873b1cc94609ed6 completed April 4, 2026, 8:07 a.m.
NEDg Description generation batch_69d0c850d65c8190b2bf5da194466dd7 completed April 4, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69d0ca3b77e081908fdcc1aafaf2344a completed April 4, 2026, 8:22 a.m.
Created at: March 30, 2026, 6:56 p.m.