Triple

T1280397
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate educatedAt P5 FINISHED
Object Tamalpais High School
Tamalpais High School is a public high school in Mill Valley, California, known in part for having been attended by influential rapper and actor Tupac Shakur.
 E180090 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: Tamalpais High School | Statement: [Tupac Shakur, educatedAt, Tamalpais High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tamalpais High School
Context triple: [Tupac Shakur, educatedAt, Tamalpais High School]
  • A. Menlo-Atherton High School
    Menlo-Atherton High School is a public high school in the San Francisco Bay Area known for its academic rigor, diverse student body, and strong athletics and arts programs.
  • B. Palatine High School
    Palatine High School is a public secondary school serving students in the northwest suburban community of Palatine, Illinois.
  • C. Palo Alto High School
    Palo Alto High School is a public high school in Palo Alto, California, known for its strong academics, competitive athletics, and notable alumni including NBA player Jeremy Lin.
  • D. Monte Vista High School
    Monte Vista High School is a public high school in Spring Valley, California, known in part for being the alma mater of entertainer Nick Cannon.
  • E. Sequoia High School
    Sequoia High School is a public secondary school known for serving a diverse student body in the San Francisco Bay Area.
  • 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: Tamalpais High School
Triple: [Tupac Shakur, educatedAt, Tamalpais High School]
Generated description
Tamalpais High School is a public high school in Mill Valley, California, known in part for having been attended by influential rapper and actor Tupac Shakur.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tamalpais High School
Target entity description: Tamalpais High School is a public high school in Mill Valley, California, known in part for having been attended by influential rapper and actor Tupac Shakur.
  • A. Menlo-Atherton High School
    Menlo-Atherton High School is a public high school in the San Francisco Bay Area known for its academic rigor, diverse student body, and strong athletics and arts programs.
  • B. Palatine High School
    Palatine High School is a public secondary school serving students in the northwest suburban community of Palatine, Illinois.
  • C. Palo Alto High School
    Palo Alto High School is a public high school in Palo Alto, California, known for its strong academics, competitive athletics, and notable alumni including NBA player Jeremy Lin.
  • D. Monte Vista High School
    Monte Vista High School is a public high school in Spring Valley, California, known in part for being the alma mater of entertainer Nick Cannon.
  • E. Sequoia High School
    Sequoia High School is a public secondary school known for serving a diverse student body in the San Francisco Bay Area.
  • 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_69a496d3710c8190955dee8bc0dacb50 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c094eb4881909a33061339f91190 completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad4682bac88190a25bcc211179296d completed March 8, 2026, 9:50 a.m.
NEDg Description generation batch_69ad46e8dfa081909db19db6c7349456 completed March 8, 2026, 9:52 a.m.
NED2 Entity disambiguation (via description) batch_69ad472da87c8190a5a6ab9504cb81d8 completed March 8, 2026, 9:53 a.m.
Created at: March 1, 2026, 7:50 p.m.