Triple

T3875332
Position Surface form Disambiguated ID Type / Status
Subject Sam Spade E92486 entity
Predicate associatedWith P37 FINISHED
Object Joel Cairo
Joel Cairo is a sly, effeminate, and duplicitous criminal figure in Dashiell Hammett’s novel "The Maltese Falcon," known for his involvement in the hunt for the jewel-encrusted statuette.
 E394658 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: Joel Cairo | Statement: [Sam Spade, associatedWith, Joel Cairo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joel Cairo
Context triple: [Sam Spade, associatedWith, Joel Cairo]
  • A. Joel Reynolds
    Joel Reynolds is a fictional protagonist whose story centers on his personal experiences and development within the narrative from which he is drawn.
  • B. Joel Miller
    Joel Miller is the hardened, emotionally scarred survivor and smuggler who serves as the central protagonist of the post-apocalyptic video game and television series "The Last of Us."
  • C. Joel Parker
    Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
  • D. Joel Harrison
    Joel Harrison is an American jazz guitarist and composer known for his genre-blending work that fuses jazz with rock, classical, and world music influences.
  • E. Joel
    Joel is a masculine given name of Hebrew origin meaning "Yahweh is God," commonly used in many English-speaking and other countries.
  • 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: Joel Cairo
Triple: [Sam Spade, associatedWith, Joel Cairo]
Generated description
Joel Cairo is a sly, effeminate, and duplicitous criminal figure in Dashiell Hammett’s novel "The Maltese Falcon," known for his involvement in the hunt for the jewel-encrusted statuette.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joel Cairo
Target entity description: Joel Cairo is a sly, effeminate, and duplicitous criminal figure in Dashiell Hammett’s novel "The Maltese Falcon," known for his involvement in the hunt for the jewel-encrusted statuette.
  • A. Joel Reynolds
    Joel Reynolds is a fictional protagonist whose story centers on his personal experiences and development within the narrative from which he is drawn.
  • B. Joel Miller
    Joel Miller is the hardened, emotionally scarred survivor and smuggler who serves as the central protagonist of the post-apocalyptic video game and television series "The Last of Us."
  • C. Joel Parker
    Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
  • D. Joel Harrison
    Joel Harrison is an American jazz guitarist and composer known for his genre-blending work that fuses jazz with rock, classical, and world music influences.
  • E. Joel
    Joel is a masculine given name of Hebrew origin meaning "Yahweh is God," commonly used in many English-speaking and other countries.
  • 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_69aed967448c819086c4b358d37b25aa completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec706434819095e0d2b376adb548 completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5124f095881909143b624128ff569 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b512f4041081908eb32ae059681afa completed March 14, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69b5137200a08190bd2a78398e03803e completed March 14, 2026, 7:51 a.m.
Created at: March 9, 2026, 3:20 p.m.