Triple

T11228669
Position Surface form Disambiguated ID Type / Status
Subject Bebe Neuwirth E265761 entity
Predicate spouse P13 FINISHED
Object Chris Calkins
Chris Calkins is an American actor and producer best known as the husband of actress Bebe Neuwirth.
 E912552 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: Chris Calkins | Statement: [Bebe Neuwirth, spouse, Chris Calkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chris Calkins
Context triple: [Bebe Neuwirth, spouse, Chris Calkins]
  • A. Hunter Parrish
    Hunter Parrish is an American actor and singer best known for his role as Silas Botwin on the television series "Weeds."
  • B. Jason Grote
    Jason Grote is an American playwright and television writer known for his work on series such as "Mad Men."
  • C. Tom Moreland
    Tom Moreland is a former Georgia transportation official and highway commissioner after whom Atlanta’s major I-285/I-85 “Spaghetti Junction” interchange is named.
  • D. Jeff McNeil
    Jeff McNeil is an American professional baseball player, primarily a contact-hitting second baseman and outfielder for the New York Mets known for his high batting average and versatility.
  • E. Brendan Morrow
    Brendan Morrow is a Canadian former professional ice hockey forward best known for his long tenure and captaincy with the NHL’s Dallas Stars.
  • 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: Chris Calkins
Triple: [Bebe Neuwirth, spouse, Chris Calkins]
Generated description
Chris Calkins is an American actor and producer best known as the husband of actress Bebe Neuwirth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chris Calkins
Target entity description: Chris Calkins is an American actor and producer best known as the husband of actress Bebe Neuwirth.
  • A. Hunter Parrish
    Hunter Parrish is an American actor and singer best known for his role as Silas Botwin on the television series "Weeds."
  • B. Jason Grote
    Jason Grote is an American playwright and television writer known for his work on series such as "Mad Men."
  • C. Tom Moreland
    Tom Moreland is a former Georgia transportation official and highway commissioner after whom Atlanta’s major I-285/I-85 “Spaghetti Junction” interchange is named.
  • D. Jeff McNeil
    Jeff McNeil is an American professional baseball player, primarily a contact-hitting second baseman and outfielder for the New York Mets known for his high batting average and versatility.
  • E. Brendan Morrow
    Brendan Morrow is a Canadian former professional ice hockey forward best known for his long tenure and captaincy with the NHL’s Dallas Stars.
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e900fbcc8190a3177f8a73564433 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad3eef408190937949e7b3bf0163 completed April 19, 2026, 10:23 a.m.
NEDg Description generation batch_69e4b12c04e48190ad7546d556a5109f completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b2949c7c8190820b7f1f87e00602 completed April 19, 2026, 10:46 a.m.
Created at: April 8, 2026, 9:30 p.m.