Triple

T5921714
Position Surface form Disambiguated ID Type / Status
Subject The Tor Project E131712 entity
Predicate develops P73 FINISHED
Object Stem
Stem is a Python library that provides a controller interface for interacting with and managing Tor processes and circuits.
 E555948 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: Stem | Statement: [The Tor Project, develops, Stem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stem
Context triple: [The Tor Project, develops, Stem]
  • A. Reed and Stem
    Reed and Stem was an American architectural firm best known for designing major early 20th-century railroad stations, including New York’s Grand Central Terminal.
  • B. Kanva Shakha
    Kanva Shakha is a prominent Vedic recension or school of the Yajurveda, known for its distinct textual tradition and ritual interpretations within Hindu scripture.
  • C. Strobulb
    The Strobulb is a powerful flashlight attachment in the Luigi’s Mansion series that emits a stunning flash of light to momentarily daze ghosts and make them vulnerable to capture.
  • D. Caudex
    Caudex was a cognomen used by members of the ancient Roman Claudian gens, distinguishing a particular family branch within this prominent patrician lineage.
  • E. Stem Player
    Stem Player is a handheld audio device and music player that lets users isolate, remix, and manipulate individual stems of songs in real time.
  • 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: Stem
Triple: [The Tor Project, develops, Stem]
Generated description
Stem is a Python library that provides a controller interface for interacting with and managing Tor processes and circuits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stem
Target entity description: Stem is a Python library that provides a controller interface for interacting with and managing Tor processes and circuits.
  • A. Reed and Stem
    Reed and Stem was an American architectural firm best known for designing major early 20th-century railroad stations, including New York’s Grand Central Terminal.
  • B. Kanva Shakha
    Kanva Shakha is a prominent Vedic recension or school of the Yajurveda, known for its distinct textual tradition and ritual interpretations within Hindu scripture.
  • C. Strobulb
    The Strobulb is a powerful flashlight attachment in the Luigi’s Mansion series that emits a stunning flash of light to momentarily daze ghosts and make them vulnerable to capture.
  • D. Caudex
    Caudex was a cognomen used by members of the ancient Roman Claudian gens, distinguishing a particular family branch within this prominent patrician lineage.
  • E. Stem Player
    Stem Player is a handheld audio device and music player that lets users isolate, remix, and manipulate individual stems of songs in real time.
  • 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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03802ff4081908589236ba5cd196d completed March 22, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c041d4f08190863141b037b1c05f completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c1db6d548190ba4be143aa7c7905 completed March 23, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0c2bdd44881909aa85589d31e771a completed March 23, 2026, 4:34 a.m.
Created at: March 22, 2026, 4 p.m.