Triple
T22981710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dr. Mark Hall |
E571484
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Wildfire team
The Wildfire team is a specialized scientific group, led in part by experts like Dr. Mark Hall, dedicated to investigating and containing catastrophic biological threats.
|
E1565771
|
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: Wildfire team | Statement: [Dr. Mark Hall, memberOf, Wildfire team]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wildfire team Context triple: [Dr. Mark Hall, memberOf, Wildfire team]
-
A.
Wildland Division
The Wildland Division is a specialized unit within the San Bernardino County Fire Protection District focused on preventing, managing, and suppressing wildland and vegetation fires across the region.
-
B.
Granite Mountain Hotshots
The Granite Mountain Hotshots were an elite wildland firefighting crew from Prescott, Arizona, best known for the tragic loss of 19 of its members in the 2013 Yarnell Hill Fire.
-
C.
Fire Inc.
Fire Inc. was a studio rock band assembled by Jim Steinman, best known for performing the epic opening and closing songs in the 1984 film "Streets of Fire."
-
D.
Fire Squad
"Fire Squad" is a hard-hitting hip-hop track by J. Cole known for its sharp lyricism and commentary on race and authenticity in rap.
-
E.
Walker’s Ranger team
Walker’s Ranger team is the elite group of Texas Rangers led by Cordell Walker in the television series "Walker, Texas Ranger," known for their hands-on, action-oriented approach to law enforcement.
- 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: Wildfire team Triple: [Dr. Mark Hall, memberOf, Wildfire team]
Generated description
The Wildfire team is a specialized scientific group, led in part by experts like Dr. Mark Hall, dedicated to investigating and containing catastrophic biological threats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wildfire team Target entity description: The Wildfire team is a specialized scientific group, led in part by experts like Dr. Mark Hall, dedicated to investigating and containing catastrophic biological threats.
-
A.
Wildland Division
The Wildland Division is a specialized unit within the San Bernardino County Fire Protection District focused on preventing, managing, and suppressing wildland and vegetation fires across the region.
-
B.
Granite Mountain Hotshots
The Granite Mountain Hotshots were an elite wildland firefighting crew from Prescott, Arizona, best known for the tragic loss of 19 of its members in the 2013 Yarnell Hill Fire.
-
C.
Fire Inc.
Fire Inc. was a studio rock band assembled by Jim Steinman, best known for performing the epic opening and closing songs in the 1984 film "Streets of Fire."
-
D.
Fire Squad
"Fire Squad" is a hard-hitting hip-hop track by J. Cole known for its sharp lyricism and commentary on race and authenticity in rap.
-
E.
Walker’s Ranger team
Walker’s Ranger team is the elite group of Texas Rangers led by Cordell Walker in the television series "Walker, Texas Ranger," known for their hands-on, action-oriented approach to law enforcement.
- 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_69e245b3c50481908bb3741ec9f40862 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1829589548190863619aebcae026c |
completed | April 29, 2026, 4:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bd3730f9c8190afd3c61b7915025c |
completed | May 19, 2026, 3:05 a.m. |
| NEDg | Description generation | batch_6a0bd9ca66708190aebc81802de3f989 |
completed | May 19, 2026, 3:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bda93cce481908b4dad0b481a3b58 |
completed | May 19, 2026, 3:35 a.m. |
Created at: April 17, 2026, 3:49 p.m.