Triple
T11544123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zerg |
E273739
|
entity |
| Predicate | unitProductionStructure |
P99979
|
FINISHED |
| Object |
Hatchery
The Hatchery is the primary Zerg base structure in StarCraft, serving as the core for resource gathering, unit production, and expansion.
|
E930816
|
NE FINISHED |
How this triple was built (5 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: Hatchery | Statement: [Zerg, unitProductionStructure, Hatchery]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hatchery Context triple: [Zerg, unitProductionStructure, Hatchery]
-
A.
Hatchery Burn
Hatchery Burn is a small Scottish watercourse that serves as one of the streams feeding into Linlithgow Loch in West Lothian.
-
B.
Hatch
Hatch is a surname most prominently associated with Orrin Hatch, the long-serving U.S. senator from Utah.
-
C.
Seafarm
Seafarm is a work by ocean policy expert and writer Elisabeth Mann Borgese that reflects her pioneering ideas on the sustainable use and governance of the seas.
-
D.
Sauviat
Sauviat is a commune in central France, located within the Puy-de-Dôme department in the Auvergne region.
-
E.
Nimbus Fish Hatchery
Nimbus Fish Hatchery is a fish-rearing and conservation facility on the American River in California that supports salmon and steelhead populations impacted by Nimbus Dam.
- 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: Hatchery Triple: [Zerg, unitProductionStructure, Hatchery]
Generated description
The Hatchery is the primary Zerg base structure in StarCraft, serving as the core for resource gathering, unit production, and expansion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hatchery Target entity description: The Hatchery is the primary Zerg base structure in StarCraft, serving as the core for resource gathering, unit production, and expansion.
-
A.
Hatchery Burn
Hatchery Burn is a small Scottish watercourse that serves as one of the streams feeding into Linlithgow Loch in West Lothian.
-
B.
Hatch
Hatch is a surname most prominently associated with Orrin Hatch, the long-serving U.S. senator from Utah.
-
C.
Seafarm
Seafarm is a work by ocean policy expert and writer Elisabeth Mann Borgese that reflects her pioneering ideas on the sustainable use and governance of the seas.
-
D.
Sauviat
Sauviat is a commune in central France, located within the Puy-de-Dôme department in the Auvergne region.
-
E.
Nimbus Fish Hatchery
Nimbus Fish Hatchery is a fish-rearing and conservation facility on the American River in California that supports salmon and steelhead populations impacted by Nimbus Dam.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: unitProductionStructure Context triple: [Zerg, unitProductionStructure, Hatchery]
-
A.
partOfProduction
Indicates that one entity functions as a component, segment, or phase within the overall process or structure of another production.
-
B.
productionOrder
Indicates that one entity is created, manufactured, or assembled according to a formal request or plan issued by another entity.
-
C.
componentTypeProduced
Indicates that one entity produces or manufactures a specific type of component as an output of its activity or process.
-
D.
partOfWorkStructure
Indicates that one work-related component, role, or task is included within or belongs to a larger organizational or work structure.
-
E.
productionElement
Indicates that one entity functions as a component, ingredient, or constituent used in the creation, manufacture, or production of another entity.
- F. None of above. chosen
Provenance (7 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_69d6aae4dfa48190a3ab0b19a159a3c5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d886e1d754819089f3b6be3404fa0b |
completed | April 10, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e685cc855881908ea96d84c76e3a4d |
completed | April 20, 2026, 8 p.m. |
| NEDg | Description generation | batch_69e68fd9d1b88190ba6057a52f51c961 |
completed | April 20, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e69f3de9208190b65f25c3e2d6e222 |
completed | April 20, 2026, 9:48 p.m. |
| PD | Predicate disambiguation | batch_69d8087cbe7c819085680f3d67ccc978 |
completed | April 9, 2026, 8:13 p.m. |
| PDg | Predicate description generation | batch_69d822ef46988190a1c360da4ee14fef |
completed | April 9, 2026, 10:06 p.m. |
Created at: April 8, 2026, 9:37 p.m.