Triple

T23417102
Position Surface form Disambiguated ID Type / Status
Subject The Five Little Peppers series E560539 entity
Predicate publisher P29 FINISHED
Object Lothrop Publishing Company
Lothrop Publishing Company was an American publishing house best known for issuing popular late-19th- and early-20th-century children's literature.
 E1586478 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: Lothrop Publishing Company | Statement: [The Five Little Peppers series, publisher, Lothrop Publishing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lothrop Publishing Company
Context triple: [The Five Little Peppers series, publisher, Lothrop Publishing Company]
  • A. Chelsea Publishing Company
    Chelsea Publishing Company is a mathematical publishing house known for reissuing classic and influential works in pure and applied mathematics.
  • B. Grosset & Dunlap
    Grosset & Dunlap is a major American publishing company best known for producing popular mass-market books, including classic children's series and notable political memoirs.
  • C. G. P. Putnam’s Sons
    G. P. Putnam’s Sons is a long-established American publishing house known for producing a wide range of fiction and nonfiction titles.
  • D. Mammoth Publishing Company
    Mammoth Publishing Company is a large, influential British publishing empire controlled by the fictional magnate Lord Tilbury in P. G. Wodehouse’s stories.
  • E. A. C. Barnes Company
    A. C. Barnes Company was the pharmaceutical business founded and run by chemist and art collector Albert C. Barnes, whose fortune from the firm funded the renowned Barnes Foundation art collection.
  • 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: Lothrop Publishing Company
Triple: [The Five Little Peppers series, publisher, Lothrop Publishing Company]
Generated description
Lothrop Publishing Company was an American publishing house best known for issuing popular late-19th- and early-20th-century children's literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lothrop Publishing Company
Target entity description: Lothrop Publishing Company was an American publishing house best known for issuing popular late-19th- and early-20th-century children's literature.
  • A. Chelsea Publishing Company
    Chelsea Publishing Company is a mathematical publishing house known for reissuing classic and influential works in pure and applied mathematics.
  • B. Grosset & Dunlap
    Grosset & Dunlap is a major American publishing company best known for producing popular mass-market books, including classic children's series and notable political memoirs.
  • C. G. P. Putnam’s Sons
    G. P. Putnam’s Sons is a long-established American publishing house known for producing a wide range of fiction and nonfiction titles.
  • D. Mammoth Publishing Company
    Mammoth Publishing Company is a large, influential British publishing empire controlled by the fictional magnate Lord Tilbury in P. G. Wodehouse’s stories.
  • E. A. C. Barnes Company
    A. C. Barnes Company was the pharmaceutical business founded and run by chemist and art collector Albert C. Barnes, whose fortune from the firm funded the renowned Barnes Foundation art collection.
  • 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_69e2454cb1108190ab21ada5411a7146 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a516d158819081e9710b4e372a21 completed April 29, 2026, 6:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c679f85ac8190962b8380ef6ecc00 completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c72156130819082e1d07262e144ca completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76ed37b08190af81b4ae2dc7c028 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:39 p.m.