Triple

T8511643
Position Surface form Disambiguated ID Type / Status
Subject Halo (video game series) E201466 entity
Predicate notableFaction P25962 FINISHED
Object Flood
The Flood is a parasitic alien species in the Halo universe that infects and assimilates other lifeforms, serving as one of the series’ primary antagonistic forces.
 E738577 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: Flood | Statement: [Halo (video game series), notableFaction, Flood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flood
Context triple: [Halo (video game series), notableFaction, Flood]
  • A. Flood
    Flood is a renowned British record producer and audio engineer known for his work with influential rock and alternative artists such as U2, Depeche Mode, and Nine Inch Nails.
  • B. Flood
    Flood is a common English surname of Germanic origin, often associated with families from regions prone to flooding or near bodies of water.
  • C. Flood
    Flood is a landmark 1963 abstract expressionist painting by Helen Frankenthaler, celebrated for its lyrical color field technique and innovative use of thinned paint poured directly onto unprimed canvas.
  • D. Flood
    "Flood" is a science fiction novel by Stephen Baxter that explores a near-future Earth devastated by a mysterious, relentless rise in global sea levels.
  • E. Waterless Flood
    The Waterless Flood is a catastrophic, bioengineered pandemic in Margaret Atwood’s MaddAddam trilogy that wipes out most of humanity without involving an actual deluge.
  • 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: Flood
Triple: [Halo (video game series), notableFaction, Flood]
Generated description
The Flood is a parasitic alien species in the Halo universe that infects and assimilates other lifeforms, serving as one of the series’ primary antagonistic forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flood
Target entity description: The Flood is a parasitic alien species in the Halo universe that infects and assimilates other lifeforms, serving as one of the series’ primary antagonistic forces.
  • A. Flood
    Flood is a renowned British record producer and audio engineer known for his work with influential rock and alternative artists such as U2, Depeche Mode, and Nine Inch Nails.
  • B. Flood
    Flood is a common English surname of Germanic origin, often associated with families from regions prone to flooding or near bodies of water.
  • C. Flood
    Flood is a landmark 1963 abstract expressionist painting by Helen Frankenthaler, celebrated for its lyrical color field technique and innovative use of thinned paint poured directly onto unprimed canvas.
  • D. Flood
    "Flood" is a science fiction novel by Stephen Baxter that explores a near-future Earth devastated by a mysterious, relentless rise in global sea levels.
  • E. Waterless Flood
    The Waterless Flood is a catastrophic, bioengineered pandemic in Margaret Atwood’s MaddAddam trilogy that wipes out most of humanity without involving an actual deluge.
  • 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.