Triple

T20663695
Position Surface form Disambiguated ID Type / Status
Subject Tony Hillerman E507825 entity
Predicate notableWork P4 FINISHED
Object The Shape Shifter
The Shape Shifter is a mystery novel by Tony Hillerman featuring Navajo Tribal Police officers navigating a case that blends modern crime with Navajo culture and mythology.
E1444520 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: The Shape Shifter | Statement: [Tony Hillerman, notableWork, The Shape Shifter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Shape Shifter
Context triple: [Tony Hillerman, notableWork, The Shape Shifter]
  • A. Shapeshifter
    Shapeshifter is an LF Energy open-source project focused on standardizing and streamlining energy market communications and flexibility services.
  • B. The Shimmer
    The Shimmer is a thriller novel by David Morrell that blends suspense with elements of the supernatural and mysterious phenomena.
  • C. Shade, the Changing Girl
    Shade, the Changing Girl is a surreal DC Comics/Young Animal series following an alien who steals the Madness Vest and inhabits the body of a comatose teenage girl, exploring identity, trauma, and reality-bending chaos.
  • D. The Shape
    The Shape is the silent, masked embodiment of pure evil and the primary antagonist in John Carpenter’s Halloween horror film franchise.
  • E. The Shape of Illusion
    The Shape of Illusion is a novel by American author William Edmund Barrett that explores themes of faith, perception, and the nature of miracles through a mysterious painting said to depict Christ.
  • 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: The Shape Shifter
Triple: [Tony Hillerman, notableWork, The Shape Shifter]
Generated description
The Shape Shifter is a mystery novel by Tony Hillerman featuring Navajo Tribal Police officers navigating a case that blends modern crime with Navajo culture and mythology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Shape Shifter
Target entity description: The Shape Shifter is a mystery novel by Tony Hillerman featuring Navajo Tribal Police officers navigating a case that blends modern crime with Navajo culture and mythology.
  • A. Shapeshifter
    Shapeshifter is an LF Energy open-source project focused on standardizing and streamlining energy market communications and flexibility services.
  • B. The Shimmer
    The Shimmer is a thriller novel by David Morrell that blends suspense with elements of the supernatural and mysterious phenomena.
  • C. Shade, the Changing Girl
    Shade, the Changing Girl is a surreal DC Comics/Young Animal series following an alien who steals the Madness Vest and inhabits the body of a comatose teenage girl, exploring identity, trauma, and reality-bending chaos.
  • D. The Shape
    The Shape is the silent, masked embodiment of pure evil and the primary antagonist in John Carpenter’s Halloween horror film franchise.
  • E. The Shape of Illusion
    The Shape of Illusion is a novel by American author William Edmund Barrett that explores themes of faith, perception, and the nature of miracles through a mysterious painting said to depict Christ.
  • 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_69e0b4c059bc81908ea762cd73ea4424 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b2f4872481908858eb88ce89dd47 completed April 20, 2026, 11:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd5d0da481909eebd69b8b314503 completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d175206c8190b119bb1a2d06462f completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d293523c8190aaa01c6c73c9afd5 completed May 16, 2026, 8:24 p.m.
Created at: April 16, 2026, 11:44 a.m.