Triple

T8504220
Position Surface form Disambiguated ID Type / Status
Subject Lisa Gardner E201293 entity
Predicate notableWork P4 FINISHED
Object Detective D.D. Warren series
The Detective D.D. Warren series is a popular set of crime thrillers by Lisa Gardner featuring a tough Boston homicide detective who investigates complex, often dark and psychologically driven cases.
E739264 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: Detective D.D. Warren series | Statement: [Lisa Gardner, notableWork, Detective D.D. Warren series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Detective D.D. Warren series
Context triple: [Lisa Gardner, notableWork, Detective D.D. Warren series]
  • A. Women's Murder Club series
    The Women's Murder Club series is a popular crime thriller book franchise co-created by James Patterson that follows a group of women professionals in San Francisco who team up to solve complex murder cases.
  • B. The Mystery Series
    The Mystery Series is a classic set of British children's detective novels by Enid Blyton, following a group of young sleuths as they solve puzzling crimes and mysteries.
  • C. The Mystery Series
    The Mystery Series is a collection of mystery stories featuring the canine character Buster the dog.
  • D. The Mystery Series
    The Mystery Series is a narrative work centered on the character Daisy, whose actions and experiences propel its unfolding plot of suspense and intrigue.
  • E. Jane Hawk series
    The Jane Hawk series is a set of contemporary techno-thriller novels by Dean Koontz following a rogue FBI agent who uncovers a vast conspiracy involving mind-control technology.
  • 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: Detective D.D. Warren series
Triple: [Lisa Gardner, notableWork, Detective D.D. Warren series]
Generated description
The Detective D.D. Warren series is a popular set of crime thrillers by Lisa Gardner featuring a tough Boston homicide detective who investigates complex, often dark and psychologically driven cases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Detective D.D. Warren series
Target entity description: The Detective D.D. Warren series is a popular set of crime thrillers by Lisa Gardner featuring a tough Boston homicide detective who investigates complex, often dark and psychologically driven cases.
  • A. Women's Murder Club series
    The Women's Murder Club series is a popular crime thriller book franchise co-created by James Patterson that follows a group of women professionals in San Francisco who team up to solve complex murder cases.
  • B. The Mystery Series
    The Mystery Series is a classic set of British children's detective novels by Enid Blyton, following a group of young sleuths as they solve puzzling crimes and mysteries.
  • C. The Mystery Series
    The Mystery Series is a collection of mystery stories featuring the canine character Buster the dog.
  • D. The Mystery Series
    The Mystery Series is a narrative work centered on the character Daisy, whose actions and experiences propel its unfolding plot of suspense and intrigue.
  • E. Jane Hawk series
    The Jane Hawk series is a set of contemporary techno-thriller novels by Dean Koontz following a rogue FBI agent who uncovers a vast conspiracy involving mind-control technology.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe59d67d081908155a43b9b463fe3 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e26a3108190a48b00c2927be971 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff88ff48190a5641635187a9e4f completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50fd3150819097562093bee78a6d completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:14 p.m.