Triple

T17887982
Position Surface form Disambiguated ID Type / Status
Subject Crisis on Infinite Earths E447243 entity
Predicate mainCharacter P1183 FINISHED
Object Harbinger
Harbinger is a powerful cosmic heroine in DC Comics who serves the Monitor and plays a pivotal role in assembling heroes to confront the multiverse-shattering threat in "Crisis on Infinite Earths."
E1296601 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: Harbinger | Statement: [Crisis on Infinite Earths, mainCharacter, Harbinger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harbinger
Context triple: [Crisis on Infinite Earths, mainCharacter, Harbinger]
  • A. Harbinger
    Harbinger was an early punk band associated with Aaron Cometbus, predating his more famous work with the zine Cometbus and various East Bay punk groups.
  • B. Harbingers
    "Harbingers" is a horror-thriller novel in F. Paul Wilson’s long-running Repairman Jack series, continuing the adventures of the vigilante fixer amid escalating supernatural threats.
  • C. Heed
    Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
  • D. Emissary
    "Emissary" is the two-part pilot episode of Star Trek: Deep Space Nine that introduces Commander Benjamin Sisko, the space station Deep Space Nine, and the series’ central themes involving the Bajoran wormhole and its mysterious Prophets.
  • E. The Spearhead
    The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
  • 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: Harbinger
Triple: [Crisis on Infinite Earths, mainCharacter, Harbinger]
Generated description
Harbinger is a powerful cosmic heroine in DC Comics who serves the Monitor and plays a pivotal role in assembling heroes to confront the multiverse-shattering threat in "Crisis on Infinite Earths."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harbinger
Target entity description: Harbinger is a powerful cosmic heroine in DC Comics who serves the Monitor and plays a pivotal role in assembling heroes to confront the multiverse-shattering threat in "Crisis on Infinite Earths."
  • A. Harbinger
    Harbinger was an early punk band associated with Aaron Cometbus, predating his more famous work with the zine Cometbus and various East Bay punk groups.
  • B. Harbingers
    "Harbingers" is a horror-thriller novel in F. Paul Wilson’s long-running Repairman Jack series, continuing the adventures of the vigilante fixer amid escalating supernatural threats.
  • C. Heed
    Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
  • D. Emissary
    "Emissary" is the two-part pilot episode of Star Trek: Deep Space Nine that introduces Commander Benjamin Sisko, the space station Deep Space Nine, and the series’ central themes involving the Bajoran wormhole and its mysterious Prophets.
  • E. The Spearhead
    The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c14c4348190bb77712d9eae1d51 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03212581ec81908efa3f372e69a47d completed May 12, 2026, 12:46 p.m.
NEDg Description generation batch_6a032250fe1c81909fdca0f670ca7e2d completed May 12, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_6a0322b2aa7c8190a8fbd21403a59c3b completed May 12, 2026, 12:53 p.m.
Created at: April 10, 2026, 10:18 a.m.