Triple

T13072281
Position Surface form Disambiguated ID Type / Status
Subject The Hooligans E329484 entity
Predicate hasMember P10 FINISHED
Object Leni Zumas
Leni Zumas is an American novelist and short story writer best known for her critically acclaimed novel "Red Clocks," which blends feminist themes with speculative fiction.
 E1021003 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: Leni Zumas | Statement: [The Hooligans, hasMember, Leni Zumas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leni Zumas
Context triple: [The Hooligans, hasMember, Leni Zumas]
  • A. Maria Rainer
    Maria Rainer is the spirited, music-loving governess who becomes the central heroine of the musical and film "The Sound of Music," ultimately transforming the von Trapp family’s life.
  • B. Leni
    Leni is a diminutive form of the given name Leonore, commonly used as a short or affectionate version of the name.
  • C. Leni
    Leni is a small municipality on the island of Salina in Italy’s Aeolian archipelago, known for its coastal scenery and traditional Mediterranean character.
  • D. Miriam Henreid
    Miriam Henreid is known as one of the daughters of Austrian-born actor and director Paul Henreid.
  • E. Judine Brooks
    Judine Brooks is the wife of fantasy author Terry Brooks and is known for her long-term support of his writing career.
  • 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: Leni Zumas
Triple: [The Hooligans, hasMember, Leni Zumas]
Generated description
Leni Zumas is an American novelist and short story writer best known for her critically acclaimed novel "Red Clocks," which blends feminist themes with speculative fiction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leni Zumas
Target entity description: Leni Zumas is an American novelist and short story writer best known for her critically acclaimed novel "Red Clocks," which blends feminist themes with speculative fiction.
  • A. Maria Rainer
    Maria Rainer is the spirited, music-loving governess who becomes the central heroine of the musical and film "The Sound of Music," ultimately transforming the von Trapp family’s life.
  • B. Leni
    Leni is a diminutive form of the given name Leonore, commonly used as a short or affectionate version of the name.
  • C. Leni
    Leni is a small municipality on the island of Salina in Italy’s Aeolian archipelago, known for its coastal scenery and traditional Mediterranean character.
  • D. Miriam Henreid
    Miriam Henreid is known as one of the daughters of Austrian-born actor and director Paul Henreid.
  • E. Judine Brooks
    Judine Brooks is the wife of fantasy author Terry Brooks and is known for her long-term support of his writing career.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d981160e388190bab942a2ded2903e completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d606ac6481908d18a288d5eed472 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6dae595908190b27980e48514cda5 completed May 3, 2026, 5:19 a.m.
NED2 Entity disambiguation (via description) batch_69f6db8f68a4819091d8e67d9c8eec81 completed May 3, 2026, 5:22 a.m.
Created at: April 9, 2026, 9 p.m.