Triple

T21740310
Position Surface form Disambiguated ID Type / Status
Subject Ken Howard E536638 entity
Predicate spouse P13 FINISHED
Object Margo Howard
Margo Howard is an American advice columnist and writer, known for her work in newspapers and magazines and as the daughter of famed advice columnist Ann Landers.
E1499232 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: Margo Howard | Statement: [Ken Howard, spouse, Margo Howard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margo Howard
Context triple: [Ken Howard, spouse, Margo Howard]
  • A. Margo Albert
    Margo Albert is an individual whose primary public reference is by the name Margo Albert, though further widely known biographical or professional details are not clearly established.
  • B. Margo Gregg
    Margo Gregg is known as the wife of legendary Northern Irish football goalkeeper Harry Gregg.
  • C. Margo Anderson
    Margo Anderson is best known as a former wife of American country music star Kenny Rogers.
  • D. Margo Hughes
    Margo Hughes is a long-running fictional character from the soap opera "As the World Turns," known for her complex personal relationships and central role in the Hughes family storylines.
  • E. Margo Wilson
    Margo Wilson was a pioneering Canadian evolutionary psychologist best known for her influential research on violence, homicide, and parental investment, often conducted in collaboration with Martin Daly.
  • 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: Margo Howard
Triple: [Ken Howard, spouse, Margo Howard]
Generated description
Margo Howard is an American advice columnist and writer, known for her work in newspapers and magazines and as the daughter of famed advice columnist Ann Landers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margo Howard
Target entity description: Margo Howard is an American advice columnist and writer, known for her work in newspapers and magazines and as the daughter of famed advice columnist Ann Landers.
  • A. Margo Albert
    Margo Albert is an individual whose primary public reference is by the name Margo Albert, though further widely known biographical or professional details are not clearly established.
  • B. Margo Gregg
    Margo Gregg is known as the wife of legendary Northern Irish football goalkeeper Harry Gregg.
  • C. Margo Anderson
    Margo Anderson is best known as a former wife of American country music star Kenny Rogers.
  • D. Margo Hughes
    Margo Hughes is a long-running fictional character from the soap opera "As the World Turns," known for her complex personal relationships and central role in the Hughes family storylines.
  • E. Margo Wilson
    Margo Wilson was a pioneering Canadian evolutionary psychologist best known for her influential research on violence, homicide, and parental investment, often conducted in collaboration with Martin Daly.
  • 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_69e0c46df5448190b4322127ffc4c690 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f01a714c208190b96efe23ed3bf0db completed April 28, 2026, 2:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ed8195081909206593c8872de88 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a300b6374819098d84a8b4347762c completed May 17, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0a308ca2648190a365ea141a5335bb completed May 17, 2026, 9:18 p.m.
Created at: April 16, 2026, 6:49 p.m.