Triple

T3161000
Position Surface form Disambiguated ID Type / Status
Subject Umberto Eco E66100 entity
Predicate familyName P18 FINISHED
Object Eco
Eco is an Italian surname most famously borne by Umberto Eco, the renowned novelist, philosopher, and semiotician.
 E332165 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: Eco | Statement: [Umberto Eco, familyName, Eco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eco
Context triple: [Umberto Eco, familyName, Eco]
  • A. Eco
    Eco is the proposed common currency intended to be adopted by member states of the Economic Community of West African States (ECOWAS) to facilitate regional economic integration.
  • B. Ecolo
    Ecolo is a Belgian French- and German-speaking green political party known for its focus on environmentalism, social justice, and progressive policies.
  • C. ECO
    ECO (Economic Cooperation Organization) is a regional intergovernmental organization that promotes economic, technical, and cultural cooperation among countries in Eurasia, particularly in Central and South Asia and the Middle East.
  • D. Eco-Age
    Eco-Age is a sustainability-focused consultancy and communications agency known for helping brands improve and showcase their environmental and ethical practices.
  • E. Ecosphere
    Ecosphere is an open-access, peer-reviewed scientific journal published by the Ecological Society of America that covers all aspects of ecology and environmental science.
  • 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: Eco
Triple: [Umberto Eco, familyName, Eco]
Generated description
Eco is an Italian surname most famously borne by Umberto Eco, the renowned novelist, philosopher, and semiotician.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eco
Target entity description: Eco is an Italian surname most famously borne by Umberto Eco, the renowned novelist, philosopher, and semiotician.
  • A. Eco
    Eco is the proposed common currency intended to be adopted by member states of the Economic Community of West African States (ECOWAS) to facilitate regional economic integration.
  • B. Ecolo
    Ecolo is a Belgian French- and German-speaking green political party known for its focus on environmentalism, social justice, and progressive policies.
  • C. ECO
    ECO (Economic Cooperation Organization) is a regional intergovernmental organization that promotes economic, technical, and cultural cooperation among countries in Eurasia, particularly in Central and South Asia and the Middle East.
  • D. Eco-Age
    Eco-Age is a sustainability-focused consultancy and communications agency known for helping brands improve and showcase their environmental and ethical practices.
  • E. Ecosphere
    Ecosphere is an open-access, peer-reviewed scientific journal published by the Ecological Society of America that covers all aspects of ecology and environmental science.
  • 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_69ad85850c1481908a9e9c6242238de2 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada617824c8190a293230041b2f1ea completed March 8, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2250fa3348190b1dc2825147a2fde completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b22910d9008190a92cddde647e994d completed March 12, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69b22966412481909a08742c15ac64df completed March 12, 2026, 2:48 a.m.
Created at: March 8, 2026, 3:05 p.m.