Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008982

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008967

distance 0.219

#2 · Punecell 4900010209

distance 0.311 · cross-district

#3 · Punecell 4900007844

distance 0.332 · cross-district

#4 · Sataracell 4940008972

distance 0.336

#5 · Punecell 4900004387

distance 0.345 · cross-district

#6 · Punecell 4900001795

distance 0.345 · cross-district

#7 · Sataracell 4940008950

distance 0.352

#8 · Punecell 4900003828

distance 0.352 · cross-district

#9 · Punecell 4900008847

distance 0.353 · cross-district

#10 · Punecell 4900011216

distance 0.359 · cross-district

#11 · Sataracell 4940008930

distance 0.365

#12 · Punecell 4900007855

distance 0.366 · cross-district

#13 · Sataracell 4940008550

distance 0.37

#14 · Sataracell 4940008937

distance 0.372

#15 · Punecell 4900009067

distance 0.372 · cross-district

#16 · Punecell 4900001653

distance 0.374 · cross-district

#17 · Sataracell 4940008954

distance 0.382

#18 · Sataracell 4940009000

distance 0.384

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":4940008982}}}'

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.