Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007913

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007506

distance 0.134

#2 · Solapurcell 4960007658

distance 0.172 · cross-district

#3 · Sataracell 4940007271

distance 0.207

#4 · Ahmednagarcell 4660014089

distance 0.214 · cross-district

#5 · Ahmednagarcell 4660014028

distance 0.22 · cross-district

#6 · Sataracell 4940007267

distance 0.23

#7 · Ahmednagarcell 4660014088

distance 0.231 · cross-district

#8 · Ahmednagarcell 4660014525

distance 0.24 · cross-district

#9 · Punecell 4900000661

distance 0.242 · cross-district

#10 · Sanglicell 4930006838

distance 0.248 · cross-district

#11 · Solapurcell 4960010610

distance 0.25 · cross-district

#12 · Ahmednagarcell 4660014484

distance 0.257 · cross-district

#13 · Kolhapurcell 4800002628

distance 0.257 · cross-district

#14 · Sataracell 4940005150

distance 0.259

#15 · Solapurcell 4960003501

distance 0.261 · cross-district

#16 · Ahmednagarcell 4660014317

distance 0.262 · cross-district

#17 · Sanglicell 4930007005

distance 0.265 · cross-district

#18 · Ahmednagarcell 4660013990

distance 0.266 · 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":4940007913}}}'

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.