Triple

T1447543
Position Surface form Disambiguated ID Type / Status
Subject Zappos E31209 entity
Predicate emphasis P79 FINISHED
Object holacracy (in past organizational structure experiments)
Holacracy is a management philosophy that replaces traditional hierarchies with self-organizing teams and distributed authority, aiming to increase agility and employee autonomy within organizations.
E165131 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: holacracy (in past organizational structure experiments) | Statement: [Zappos, emphasis, holacracy (in past organizational structure experiments)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: holacracy (in past organizational structure experiments)
Context triple: [Zappos, emphasis, holacracy (in past organizational structure experiments)]
  • A. System of Polysynody (as political reform)
    The System of Polysynody was an early 18th-century French governmental reform that replaced individual ministers with collegial councils of nobles to advise and administer the state during the Regency.
  • B. HLC
    HLC is the commonly used abbreviation for the Harvard Longwood Campus, a major Harvard University hub for medical and public health education and research in Boston.
  • C. System of Positive Polity
    System of Positive Polity is Auguste Comte’s multi-volume work that elaborates his philosophy of positivism into a comprehensive social and political doctrine aimed at reorganizing society on scientific and altruistic principles.
  • D. Bhaca polity
    The Bhaca polity is a traditional Xhosa-speaking chiefdom in South Africa, historically centered in the Eastern Cape and known for its distinct lineage and cultural identity within the broader Xhosa world.
  • E. Earth Democracy
    Earth Democracy is a book by environmental activist Vandana Shiva that outlines a vision for ecological sustainability, social justice, and grassroots democracy in response to globalization and environmental degradation.
  • 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: holacracy (in past organizational structure experiments)
Triple: [Zappos, emphasis, holacracy (in past organizational structure experiments)]
Generated description
Holacracy is a management philosophy that replaces traditional hierarchies with self-organizing teams and distributed authority, aiming to increase agility and employee autonomy within organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: holacracy (in past organizational structure experiments)
Target entity description: Holacracy is a management philosophy that replaces traditional hierarchies with self-organizing teams and distributed authority, aiming to increase agility and employee autonomy within organizations.
  • A. HoC
    HoC is the commonly used acronym for the House of Commons of Canada, the elected lower chamber of the country's federal parliament.
  • B. System of Polysynody (as political reform)
    The System of Polysynody was an early 18th-century French governmental reform that replaced individual ministers with collegial councils of nobles to advise and administer the state during the Regency.
  • C. HLC
    HLC is the commonly used abbreviation for the Harvard Longwood Campus, a major Harvard University hub for medical and public health education and research in Boston.
  • D. System of Positive Polity
    System of Positive Polity is Auguste Comte’s multi-volume work that elaborates his philosophy of positivism into a comprehensive social and political doctrine aimed at reorganizing society on scientific and altruistic principles.
  • E. Bhaca polity
    The Bhaca polity is a traditional Xhosa-speaking chiefdom in South Africa, historically centered in the Eastern Cape and known for its distinct lineage and cultural identity within the broader Xhosa world.
  • 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_69a499171a28819085b993a3ac78e363 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c55aa7dc8190aa7452d80ec8305e completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c229808190af9936b481390170 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad098f9fd0819094d9478881ca1a46 completed March 8, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a6c7aa08190b21b00c03f04af27 completed March 8, 2026, 5:34 a.m.
Created at: March 1, 2026, 8 p.m.