Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001801

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005011

distance 0.258

#2 · Sataracell 4940002689

distance 0.262

#3 · Sataracell 4940004024

distance 0.266

#4 · Nashikcell 4870009048

distance 0.274 · cross-district

#5 · Sataracell 4940004401

distance 0.29

#6 · Punecell 4900000928

distance 0.294 · cross-district

#7 · Sataracell 4940008022

distance 0.299

#8 · Punecell 4900001007

distance 0.302 · cross-district

#9 · Punecell 4900001056

distance 0.303 · cross-district

#10 · Sataracell 4940001699

distance 0.304

#11 · Ahmednagarcell 4660003024

distance 0.306 · cross-district

#12 · Sataracell 4940004870

distance 0.309

#13 · Ahmednagarcell 4660013121

distance 0.313 · cross-district

#14 · Ahmednagarcell 4660012316

distance 0.322 · cross-district

#15 · Sanglicell 4930006622

distance 0.323 · cross-district

#16 · Sanglicell 4930002329

distance 0.323 · cross-district

#17 · Ahmednagarcell 4660001620

distance 0.325 · cross-district

#18 · Sataracell 4940005021

distance 0.327

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":4940001801}}}'

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.