Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007635

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007636

distance 0.287

#2 · Sataracell 4940008149

distance 0.322

#3 · Sataracell 4940008050

distance 0.333

#4 · Punecell 4900013014

distance 0.341 · cross-district

#5 · Sataracell 4940008150

distance 0.373

#6 · Punecell 4900001831

distance 0.38 · cross-district

#7 · Punecell 4900013083

distance 0.381 · cross-district

#8 · Punecell 4900013017

distance 0.384 · cross-district

#9 · Punecell 4900012239

distance 0.387 · cross-district

#10 · Sataracell 4940008148

distance 0.391

#11 · Sataracell 4940004450

distance 0.4

#12 · Ahmednagarcell 4660002432

distance 0.41 · cross-district

#13 · Hingolicell 4770002828

distance 0.41 · cross-district

#14 · Sataracell 4940008973

distance 0.411

#15 · Sataracell 4940004570

distance 0.414

#16 · Sataracell 4940008955

distance 0.414

#17 · Hingolicell 4770001732

distance 0.415 · cross-district

#18 · Punecell 4900013084

distance 0.421 · 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":4940007635}}}'

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.