Triple

T1370197
Position Surface form Disambiguated ID Type / Status
Subject Economic Confidence Model E30095 entity
Predicate alsoKnownAs P39 FINISHED
Object ECM
ECM is a financial forecasting model developed by economist Martin Armstrong that predicts economic cycles and market turning points based on a recurring time interval.
 E156388 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: ECM | Statement: [Economic Confidence Model, alsoKnownAs, ECM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ECM
Context triple: [Economic Confidence Model, alsoKnownAs, ECM]
  • A. ECA
    The Economic Cooperation Administration (ECA) was the U.S. government agency responsible for administering the Marshall Plan to aid European economic recovery after World War II.
  • B. ECA
    ECA is a regional United Nations commission focused on promoting economic and social development across the African continent.
  • C. ECA
    The ECA is the European Union institution responsible for auditing the EU’s finances and ensuring that its budget is correctly implemented.
  • D. ECR
    ECR is a European political party and parliamentary group that brings together conservative and Eurosceptic parties advocating for EU reform and national sovereignty.
  • E. ECI
    ECI is the independent constitutional authority responsible for administering and supervising elections in India at the national and state levels.
  • 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: ECM
Triple: [Economic Confidence Model, alsoKnownAs, ECM]
Generated description
ECM is a financial forecasting model developed by economist Martin Armstrong that predicts economic cycles and market turning points based on a recurring time interval.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ECM
Target entity description: ECM is a financial forecasting model developed by economist Martin Armstrong that predicts economic cycles and market turning points based on a recurring time interval.
  • A. ECA
    The Economic Cooperation Administration (ECA) was the U.S. government agency responsible for administering the Marshall Plan to aid European economic recovery after World War II.
  • B. ECA
    ECA is a regional United Nations commission focused on promoting economic and social development across the African continent.
  • C. ECA
    The ECA is the European Union institution responsible for auditing the EU’s finances and ensuring that its budget is correctly implemented.
  • D. ECR
    ECR is a European political party and parliamentary group that brings together conservative and Eurosceptic parties advocating for EU reform and national sovereignty.
  • E. ECI
    ECI is the independent constitutional authority responsible for administering and supervising elections in India at the national and state levels.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2d7b6008190bc0303b56959ba56 completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce7ae56c8190970bacb061a71798 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf1686fc8190b0b7b79486a7e468 completed March 8, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69accf9b6c908190a826077e5ceecb17 completed March 8, 2026, 1:23 a.m.
Created at: March 1, 2026, 7:57 p.m.