Triple

T16773396
Position Surface form Disambiguated ID Type / Status
Subject Marc Singer E407659 entity
Predicate playedRole P3512 FINISHED
Object General Matthew Shrieve in Arrow
General Matthew Shrieve in Arrow is a high-ranking, morally ambiguous military officer involved in secretive and ethically dubious operations, particularly in the show's flashback storyline.
E1233993 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: General Matthew Shrieve in Arrow | Statement: [Marc Singer, playedRole, General Matthew Shrieve in Arrow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Matthew Shrieve in Arrow
Context triple: [Marc Singer, playedRole, General Matthew Shrieve in Arrow]
  • A. Red Arrow
    Red Arrow is a branded limited express train service operated by Japan’s Seibu Railway, known for providing comfortable, faster intercity travel in the Tokyo metropolitan area.
  • B. Red Arrow
    Red Arrow was a named Pennsylvania Railroad passenger train that provided intercity service using the railroad’s streamlined passenger cars.
  • C. Archer
    Archer is an English occupational surname historically given to bowmen and now borne by various notable individuals across fields such as music, politics, and sports.
  • D. Archer
    Archer is a locality within the Greater Darwin region of Australia's Northern Territory, known primarily as a residential and semi-rural suburb.
  • E. Archer
    Archer is an animated adult comedy series known for its irreverent spy-themed humor and distinctive visual style, airing on the FX network.
  • 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: General Matthew Shrieve in Arrow
Triple: [Marc Singer, playedRole, General Matthew Shrieve in Arrow]
Generated description
General Matthew Shrieve in Arrow is a high-ranking, morally ambiguous military officer involved in secretive and ethically dubious operations, particularly in the show's flashback storyline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General Matthew Shrieve in Arrow
Target entity description: General Matthew Shrieve in Arrow is a high-ranking, morally ambiguous military officer involved in secretive and ethically dubious operations, particularly in the show's flashback storyline.
  • A. Red Arrow
    Red Arrow is a branded limited express train service operated by Japan’s Seibu Railway, known for providing comfortable, faster intercity travel in the Tokyo metropolitan area.
  • B. Red Arrow
    Red Arrow was a named Pennsylvania Railroad passenger train that provided intercity service using the railroad’s streamlined passenger cars.
  • C. Archer
    Archer is an English occupational surname historically given to bowmen and now borne by various notable individuals across fields such as music, politics, and sports.
  • D. Archer
    Archer is a locality within the Greater Darwin region of Australia's Northern Territory, known primarily as a residential and semi-rural suburb.
  • E. Archer
    Archer is an animated adult comedy series known for its irreverent spy-themed humor and distinctive visual style, airing on the FX network.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b037c5708190ba604e7707b5a8a2 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00aafc28c0819084ecd6e5be6adec9 completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00abfe035881909330d356bb497229 completed May 10, 2026, 4:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac54a11c81909afe9244e9fe0656 completed May 10, 2026, 4:03 p.m.
Created at: April 10, 2026, 5:21 a.m.