Triple

T8511672
Position Surface form Disambiguated ID Type / Status
Subject Halo (video game series) E201466 entity
Predicate notableWeapon P7745 FINISHED
Object Needler
The Needler is an iconic Covenant weapon in the Halo series that fires homing crystalline projectiles which explode after embedding in targets.
 E738582 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: Needler | Statement: [Halo (video game series), notableWeapon, Needler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Needler
Context triple: [Halo (video game series), notableWeapon, Needler]
  • A. Widowmaker
    Widowmaker is the ominous nickname given to the Martin B-26 Marauder, a World War II twin‑engine medium bomber notorious for its early reputation as difficult and dangerous to fly.
  • B. Cutter
    Cutter is the named petitioner in the U.S. Supreme Court case Cutter v. Wilkinson, which addressed the religious rights of prison inmates under federal law.
  • C. Cutter
    Cutter is a key supporting character in the film "The Prestige," serving as an experienced stage engineer who designs illusions and becomes entangled in the rivalry between two magicians.
  • D. Breacher
    Breacher is the nickname of John "Breacher" Wharton, a tough, battle-hardened team leader portrayed by Arnold Schwarzenegger in the action film "Sabotage."
  • E. Marauder
    The Marauder is a World War II-era American twin‑engine medium bomber aircraft officially designated the Martin B‑26.
  • 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: Needler
Triple: [Halo (video game series), notableWeapon, Needler]
Generated description
The Needler is an iconic Covenant weapon in the Halo series that fires homing crystalline projectiles which explode after embedding in targets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Needler
Target entity description: The Needler is an iconic Covenant weapon in the Halo series that fires homing crystalline projectiles which explode after embedding in targets.
  • A. Widowmaker
    Widowmaker is the ominous nickname given to the Martin B-26 Marauder, a World War II twin‑engine medium bomber notorious for its early reputation as difficult and dangerous to fly.
  • B. Cutter
    Cutter is the named petitioner in the U.S. Supreme Court case Cutter v. Wilkinson, which addressed the religious rights of prison inmates under federal law.
  • C. Cutter
    Cutter is a key supporting character in the film "The Prestige," serving as an experienced stage engineer who designs illusions and becomes entangled in the rivalry between two magicians.
  • D. Breacher
    Breacher is the nickname of John "Breacher" Wharton, a tough, battle-hardened team leader portrayed by Arnold Schwarzenegger in the action film "Sabotage."
  • E. Marauder
    The Marauder is a World War II-era American twin‑engine medium bomber aircraft officially designated the Martin B‑26.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60b0d4c8190812ddbc1c17389c8 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e47542c8190af93dca3ce16a04b completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff9792c81908d76141904a170bc completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50acae5881908f1d2c0e21dd7f1d completed April 2, 2026, 11:19 a.m.
Created at: March 30, 2026, 6:15 p.m.