Triple

T1660622
Position Surface form Disambiguated ID Type / Status
Subject Helen Garner E35895 entity
Predicate notableWork P4 FINISHED
Object Cosmo Cosmolino
Cosmo Cosmolino is a novel by Australian writer Helen Garner that blends gritty realism with elements of the supernatural to explore the lives and relationships of a group of inner-city Melbourne characters.
 E188701 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: Cosmo Cosmolino | Statement: [Helen Garner, notableWork, Cosmo Cosmolino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cosmo Cosmolino
Context triple: [Helen Garner, notableWork, Cosmo Cosmolino]
  • A. Cosmo Brown
    Cosmo Brown is the wisecracking, musically gifted best friend and sidekick to Don Lockwood in the classic Hollywood musical film "Singin' in the Rain."
  • B. Marcello
    Marcello is a masculine given name of Italian origin, commonly used in Italy and other Romance-language countries.
  • C. Bruno
    Bruno is a masculine given name of Germanic origin, commonly used in various European and Latin American countries.
  • D. Pasquale
    Pasquale is an Italian masculine given name, traditionally associated with figures of Corsican and Italian heritage such as Pasquale Paoli.
  • E. Paulie
    Paulie is a familiar diminutive form of the given name Paul, often used as an affectionate nickname.
  • 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: Cosmo Cosmolino
Triple: [Helen Garner, notableWork, Cosmo Cosmolino]
Generated description
Cosmo Cosmolino is a novel by Australian writer Helen Garner that blends gritty realism with elements of the supernatural to explore the lives and relationships of a group of inner-city Melbourne characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cosmo Cosmolino
Target entity description: Cosmo Cosmolino is a novel by Australian writer Helen Garner that blends gritty realism with elements of the supernatural to explore the lives and relationships of a group of inner-city Melbourne characters.
  • A. Cosmo Brown
    Cosmo Brown is the wisecracking, musically gifted best friend and sidekick to Don Lockwood in the classic Hollywood musical film "Singin' in the Rain."
  • B. Marcello
    Marcello is a masculine given name of Italian origin, commonly used in Italy and other Romance-language countries.
  • C. Bruno
    Bruno is a masculine given name of Germanic origin, commonly used in various European and Latin American countries.
  • D. Pasquale
    Pasquale is an Italian masculine given name, traditionally associated with figures of Corsican and Italian heritage such as Pasquale Paoli.
  • E. Paulie
    Paulie is a familiar diminutive form of the given name Paul, often used as an affectionate nickname.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90ab2a3488190a67c110a70d652c9 completed March 5, 2026, 4:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad682ab8a08190bdb33d79d5083029 completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad6be91e1c8190b3db2ba019e77ee3 completed March 8, 2026, 12:30 p.m.
NED2 Entity disambiguation (via description) batch_69ad6d161bd08190a7087d61f2d3a45e completed March 8, 2026, 12:35 p.m.
Created at: March 4, 2026, 7:29 p.m.