Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008151

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008051

distance 0.234

#2 · Sataracell 4940008149

distance 0.3

#3 · Sataracell 4940008148

distance 0.31

#4 · Sataracell 4940008052

distance 0.328

#5 · Punecell 4900000860

distance 0.364 · cross-district

#6 · Sataracell 4940007634

distance 0.364

#7 · Punecell 4900013013

distance 0.377 · cross-district

#8 · Sataracell 4940007637

distance 0.386

#9 · Punecell 4900000864

distance 0.399 · cross-district

#10 · Sataracell 4940003358

distance 0.409

#11 · Punecell 4900013014

distance 0.412 · cross-district

#12 · Punecell 4900001390

distance 0.417 · cross-district

#13 · Nandedcell 4850004477

distance 0.426 · cross-district

#14 · Sataracell 4940008150

distance 0.428

#15 · Sataracell 4940005192

distance 0.429

#16 · Parbhanicell 4890001710

distance 0.432 · cross-district

#17 · Punecell 4900012826

distance 0.437 · cross-district

#18 · Sataracell 4940004212

distance 0.442

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":4940008151}}}'

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.