Triple

T1482586
Position Surface form Disambiguated ID Type / Status
Subject Barack Obama 2008 presidential campaign E30991 entity
Predicate chiefStrategist P29266 FINISHED
Object David Axelrod
David Axelrod is an American political consultant and strategist best known for shaping Barack Obama’s rise to the presidency and serving as a senior advisor in his administration.
 E170595 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: David Axelrod | Statement: [Barack Obama 2008 presidential campaign, chiefStrategist, David Axelrod]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Axelrod
Context triple: [Barack Obama 2008 presidential campaign, chiefStrategist, David Axelrod]
  • A. Ron Klain
    Ron Klain is an American attorney, political consultant, and longtime Democratic operative who served as White House Chief of Staff under President Joe Biden.
  • B. Mark Shriver
    Mark Shriver is an American politician, author, and advocate for social justice, known for his work with Save the Children and as a member of the prominent Kennedy family.
  • C. David Kirkpatrick
    David Kirkpatrick is an American technology journalist and author best known for his book "The Facebook Effect," which chronicles the rise and impact of Facebook.
  • D. Erskine Bowles
    Erskine Bowles is an American businessman and Democratic politician who served in senior roles in the Clinton administration and later co-chaired the National Commission on Fiscal Responsibility and Reform.
  • E. Adam Walinsky
    Adam Walinsky is an American lawyer, speechwriter, and political advisor best known for his close work with Robert F. Kennedy during the 1960s.
  • 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: David Axelrod
Triple: [Barack Obama 2008 presidential campaign, chiefStrategist, David Axelrod]
Generated description
David Axelrod is an American political consultant and strategist best known for shaping Barack Obama’s rise to the presidency and serving as a senior advisor in his administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Axelrod
Target entity description: David Axelrod is an American political consultant and strategist best known for shaping Barack Obama’s rise to the presidency and serving as a senior advisor in his administration.
  • A. Ron Klain
    Ron Klain is an American attorney, political consultant, and longtime Democratic operative who served as White House Chief of Staff under President Joe Biden.
  • B. Mark Shriver
    Mark Shriver is an American politician, author, and advocate for social justice, known for his work with Save the Children and as a member of the prominent Kennedy family.
  • C. David Kirkpatrick
    David Kirkpatrick is an American technology journalist and author best known for his book "The Facebook Effect," which chronicles the rise and impact of Facebook.
  • D. Erskine Bowles
    Erskine Bowles is an American businessman and Democratic politician who served in senior roles in the Clinton administration and later co-chaired the National Commission on Fiscal Responsibility and Reform.
  • E. Adam Walinsky
    Adam Walinsky is an American lawyer, speechwriter, and political advisor best known for his close work with Robert F. Kennedy during the 1960s.
  • 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c9e02c188190b87c0aac939eafdd completed March 1, 2026, 11:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1ca4c4e481909ea0ca76841454b1 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d28d8708190b284676ff407c3ec completed March 8, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad1ea291448190ba1c8593d11f86ee completed March 8, 2026, 7 a.m.
Created at: March 1, 2026, 8:11 p.m.