Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940006014

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006232

distance 0.25

#2 · Sataracell 4940006675

distance 0.277

#3 · Sataracell 4940005904

distance 0.341

#4 · Gondiacell 4760002338

distance 0.364 · cross-district

#5 · Sataracell 4940005049

distance 0.366

#6 · Sataracell 4940007730

distance 0.371

#7 · Sataracell 4940005917

distance 0.382

#8 · Sataracell 4940007732

distance 0.408

#9 · Sataracell 4940004447

distance 0.412

#10 · Sataracell 4940005051

distance 0.419

#11 · Sataracell 4940007529

distance 0.425

#12 · Sataracell 4940005440

distance 0.428

#13 · Sataracell 4940006122

distance 0.435

#14 · Sataracell 4940005795

distance 0.44

#15 · Punecell 4900012923

distance 0.447 · cross-district

#16 · Sataracell 4940005676

distance 0.46

#17 · Bhandaracell 4710002189

distance 0.461 · cross-district

#18 · Thanecell 4970001216

distance 0.462 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940006014}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.