Triple

T1800530
Position Surface form Disambiguated ID Type / Status
Subject psychohistory E39706 entity
Predicate influencedByRealWorldConcept P32510 FINISHED
Object cliodynamics
Cliodynamics is an interdisciplinary field that uses quantitative models and historical data to study and predict long-term social and political dynamics in human societies.
 E183073 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: cliodynamics | Statement: [psychohistory, influencedByRealWorldConcept, cliodynamics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: cliodynamics
Context triple: [psychohistory, influencedByRealWorldConcept, cliodynamics]
  • A. CLIC
    CLIC is a proposed high-energy electron–positron linear collider at CERN designed to explore physics beyond the Standard Model with multi-TeV collisions.
  • B. CLA
    The Mercedes-Benz CLA is a compact luxury four-door coupé known for its sleek styling, advanced technology, and entry-level positioning within the brand’s lineup.
  • C. ekistics
    Ekistics is an interdisciplinary science of human settlements that studies the planning, design, and organization of cities and communities at all scales.
  • D. CI
    CI is the IATA airline designator for China Airlines, the flag carrier of Taiwan.
  • E. .sc
    .sc is the country code top-level domain (ccTLD) assigned to the Republic of Seychelles for use in internet addresses.
  • 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: cliodynamics
Triple: [psychohistory, influencedByRealWorldConcept, cliodynamics]
Generated description
Cliodynamics is an interdisciplinary field that uses quantitative models and historical data to study and predict long-term social and political dynamics in human societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: cliodynamics
Target entity description: Cliodynamics is an interdisciplinary field that uses quantitative models and historical data to study and predict long-term social and political dynamics in human societies.
  • A. CLIC
    CLIC is a proposed high-energy electron–positron linear collider at CERN designed to explore physics beyond the Standard Model with multi-TeV collisions.
  • B. CLA
    The Mercedes-Benz CLA is a compact luxury four-door coupé known for its sleek styling, advanced technology, and entry-level positioning within the brand’s lineup.
  • C. ekistics chosen
    Ekistics is an interdisciplinary science of human settlements that studies the planning, design, and organization of cities and communities at all scales.
  • D. CI
    CI is the IATA airline designator for China Airlines, the flag carrier of Taiwan.
  • E. .sc
    .sc is the country code top-level domain (ccTLD) assigned to the Republic of Seychelles for use in internet addresses.
  • F. None of above.

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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abaffee0f88190aa7a42ef4a4e2bd2 completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5db1c7c81908c25e62dca1cb825 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb8b626688190b4953d4549339dea completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb9253fa08190bfb7d245208150c0 completed March 8, 2026, 6 p.m.
Created at: March 4, 2026, 7:32 p.m.