Triple

T2313833
Position Surface form Disambiguated ID Type / Status
Subject Aaron Swartz E51016 entity
Predicate blogTitle P38 FINISHED
Object Raw Thought
Raw Thought is the personal blog of programmer and activist Aaron Swartz, where he wrote essays on technology, politics, culture, and open access.
E255532 NE FINISHED

How this triple was built (5 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: Raw Thought | Statement: [Aaron Swartz, blogTitle, Raw Thought]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raw Thought
Context triple: [Aaron Swartz, blogTitle, Raw Thought]
  • A. Flashes of Thought
    Flashes of Thought is a collection of reflections and insights by Sheikh Mohammed bin Rashid Al Maktoum on leadership, governance, innovation, and the future of Dubai and the Arab world.
  • B. Train of Thought
    "Train of Thought" is a critically acclaimed 2000 hip-hop album by Talib Kweli and producer Hi-Tek (as the duo Reflection Eternal), celebrated for its conscious lyrics and soulful, jazz-influenced production.
  • C. Music of My Mind
    Music of My Mind is a 1972 Stevie Wonder album that marked the beginning of his acclaimed "classic period," showcasing greater artistic control, innovative use of synthesizers, and a more mature, experimental soul sound.
  • D. Upheavals of Thought
    Upheavals of Thought is a philosophical work by Martha Nussbaum that explores the central role of emotions in ethical life and moral reasoning.
  • E. Dare to Think
    Dare to Think is the English-language motto of Ghent University, encapsulating its emphasis on critical inquiry and independent thought.
  • 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: Raw Thought
Triple: [Aaron Swartz, blogTitle, Raw Thought]
Generated description
Raw Thought is the personal blog of programmer and activist Aaron Swartz, where he wrote essays on technology, politics, culture, and open access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raw Thought
Target entity description: Raw Thought is the personal blog of programmer and activist Aaron Swartz, where he wrote essays on technology, politics, culture, and open access.
  • A. Flashes of Thought
    Flashes of Thought is a collection of reflections and insights by Sheikh Mohammed bin Rashid Al Maktoum on leadership, governance, innovation, and the future of Dubai and the Arab world.
  • B. Train of Thought
    "Train of Thought" is a critically acclaimed 2000 hip-hop album by Talib Kweli and producer Hi-Tek (as the duo Reflection Eternal), celebrated for its conscious lyrics and soulful, jazz-influenced production.
  • C. Music of My Mind
    Music of My Mind is a 1972 Stevie Wonder album that marked the beginning of his acclaimed "classic period," showcasing greater artistic control, innovative use of synthesizers, and a more mature, experimental soul sound.
  • D. Upheavals of Thought
    Upheavals of Thought is a philosophical work by Martha Nussbaum that explores the central role of emotions in ethical life and moral reasoning.
  • E. Dare to Think
    Dare to Think is the English-language motto of Ghent University, encapsulating its emphasis on critical inquiry and independent thought.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: blogTitle
Context triple: [Aaron Swartz, blogTitle, Raw Thought]
  • A. title chosen
    Indicates that one entity serves as the formal name or designation of another entity.
  • B. builderTitle
    Indicates the formal title or designation held by a person or entity in their role as a builder.
  • C. titleRepresents
    Indicates that a given title stands for, denotes, or symbolizes a particular concept, role, work, or entity.
  • D. titleBecomes
    Indicates that one title changes into or is replaced by another title over time.
  • E. currentHeadTitle
    Indicates the official title or position currently held by the head or leader of an entity.
  • F. None of above.

Provenance (6 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_69a88b074b908190ae983dbca7757d88 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc685f05481909c863b29d1f6bacd completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae895f5420819087b403e9772dce9a completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8af65eb88190b17d74e7411967cc completed March 9, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69ae8ba02cec8190917c0e17d3fedb0e completed March 9, 2026, 8:58 a.m.
PD Predicate disambiguation batch_69abc58e88e481908733fdf79d3f8a15 completed March 7, 2026, 6:28 a.m.
Created at: March 4, 2026, 7:49 p.m.