Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001182

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001066

distance 0.164

#2 · Sataracell 4940000889

distance 0.219

#3 · Punecell 4900000021

distance 0.273 · cross-district

#4 · Sataracell 4940000546

distance 0.28

#5 · Solapurcell 4960009582

distance 0.283 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003681

distance 0.288 · cross-district

#7 · Sataracell 4940001125

distance 0.29

#8 · Sataracell 4940001067

distance 0.292

#9 · Sataracell 4940000319

distance 0.293

#10 · Ahmednagarcell 4660014256

distance 0.294 · cross-district

#11 · Sataracell 4940001219

distance 0.299

#12 · Sataracell 4940001242

distance 0.302

#13 · Solapurcell 4960010207

distance 0.305 · cross-district

#14 · Sanglicell 4930005820

distance 0.306 · cross-district

#15 · Sataracell 4940001185

distance 0.307

#16 · Chhatrapati Sambhajinagarcell 4690000843

distance 0.308 · cross-district

#17 · Sataracell 4940000428

distance 0.309

#18 · Sanglicell 4930006330

distance 0.312 · 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":4940001182}}}'

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.