Triple

T13397360
Position Surface form Disambiguated ID Type / Status
Subject North Carolina Highway 56 E319732 entity
Predicate connectsCommunity P12608 FINISHED
Object Stem
Stem is a small town in Granville County, North Carolina, known for its rural character and proximity to larger Triangle-area communities.
E1039675 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: [North Carolina Highway 56, connectsCommunity, Stem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stem
Context triple: [North Carolina Highway 56, connectsCommunity, Stem]
  • A. Stem
    Stem is a Python library that provides a controller interface for interacting with and managing Tor processes and circuits.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Stemonidium
    Stemonidium is a genus of deep-sea eel-like fishes within the family Serrivomeridae, known for their elongated bodies and specialized adaptations to life in the ocean depths.
  • 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: [North Carolina Highway 56, connectsCommunity, Stem]
Generated description
Stem is a small town in Granville County, North Carolina, known for its rural character and proximity to larger Triangle-area communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stem
Target entity description: Stem is a small town in Granville County, North Carolina, known for its rural character and proximity to larger Triangle-area communities.
  • A. Stem
    Stem is a Python library that provides a controller interface for interacting with and managing Tor processes and circuits.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Stemonidium
    Stemonidium is a genus of deep-sea eel-like fishes within the family Serrivomeridae, known for their elongated bodies and specialized adaptations to life in the ocean depths.
  • 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_69d806b943cc8190b6af624d385d7e12 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dba0d9e7348190844e11dd6cbd13b0 completed April 12, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f73071c0b88190bca3b15ea11c7491 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f731c912708190af0249952e8824fb completed May 3, 2026, 11:30 a.m.
NED2 Entity disambiguation (via description) batch_69f732c14f5c8190afd989200d250783 completed May 3, 2026, 11:34 a.m.
Created at: April 9, 2026, 9:34 p.m.