Triple

T13857901
Position Surface form Disambiguated ID Type / Status
Subject Iraq War troop surge of 2007 E333110 entity
Predicate policyName P19549 FINISHED
Object New Way Forward
New Way Forward was the Bush administration’s revised Iraq strategy in 2007 that emphasized increased U.S. troop levels and a counterinsurgency-focused approach to reduce violence and stabilize the country.
 E1066965 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: New Way Forward | Statement: [Iraq War troop surge of 2007, policyName, New Way Forward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Way Forward
Context triple: [Iraq War troop surge of 2007, policyName, New Way Forward]
  • A. Moving Forward
    "Moving Forward" was a global advertising slogan used by Toyota to emphasize progress, innovation, and continuous improvement in its brand identity.
  • B. The Way Ahead
    The Way Ahead is a 1944 British World War II drama film that follows a group of civilian recruits as they transform into a cohesive army platoon.
  • C. The Way Ahead
    The Way Ahead is a 1968 avant-garde jazz album by saxophonist Archie Shepp, noted for its politically charged themes and innovative, hard-edged improvisation.
  • D. A New Perspective
    A New Perspective is a 1964 jazz album by trumpeter Donald Byrd that is renowned for its innovative blend of hard bop with gospel-influenced choral arrangements.
  • E. The Forward View
    The Forward View is a political work by British statesman and Conservative politician Leo Amery, reflecting his views on national policy and future direction.
  • 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: New Way Forward
Triple: [Iraq War troop surge of 2007, policyName, New Way Forward]
Generated description
New Way Forward was the Bush administration’s revised Iraq strategy in 2007 that emphasized increased U.S. troop levels and a counterinsurgency-focused approach to reduce violence and stabilize the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New Way Forward
Target entity description: New Way Forward was the Bush administration’s revised Iraq strategy in 2007 that emphasized increased U.S. troop levels and a counterinsurgency-focused approach to reduce violence and stabilize the country.
  • A. Moving Forward
    "Moving Forward" was a global advertising slogan used by Toyota to emphasize progress, innovation, and continuous improvement in its brand identity.
  • B. The Way Ahead
    The Way Ahead is a 1968 avant-garde jazz album by saxophonist Archie Shepp, noted for its politically charged themes and innovative, hard-edged improvisation.
  • C. The Way Ahead
    The Way Ahead is a 1944 British World War II drama film that follows a group of civilian recruits as they transform into a cohesive army platoon.
  • D. A New Perspective
    A New Perspective is a 1964 jazz album by trumpeter Donald Byrd that is renowned for its innovative blend of hard bop with gospel-influenced choral arrangements.
  • E. The Forward View
    The Forward View is a political work by British statesman and Conservative politician Leo Amery, reflecting his views on national policy and future direction.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02dc9f488190b7181dcb7e304632 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0fb7c3c819081fc6f89aa17d6af completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c2c711948190ac614291592a7e03 completed May 3, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7c36f28b48190b734a9e5e7ae39b9 completed May 3, 2026, 9:51 p.m.
Created at: April 9, 2026, 10:14 p.m.