Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001096

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001095

distance 0.155

#2 · Sataracell 4940001214

distance 0.266

#3 · Hingolicell 4770003683

distance 0.268 · cross-district

#4 · Sataracell 4940001215

distance 0.274

#5 · Nashikcell 4870004204

distance 0.277 · cross-district

#6 · Nashikcell 4870004206

distance 0.278 · cross-district

#7 · Jalgaoncell 4780002586

distance 0.283 · cross-district

#8 · Sataracell 4940001155

distance 0.287

#9 · Nashikcell 4870003615

distance 0.292 · cross-district

#10 · Nashikcell 4870001238

distance 0.295 · cross-district

#11 · Buldhanacell 4720004343

distance 0.295 · cross-district

#12 · Beedcell 4700006617

distance 0.298 · cross-district

#13 · Jalgaoncell 4780002673

distance 0.301 · cross-district

#14 · Nagpurcell 4840007187

distance 0.303 · cross-district

#15 · Nandurbarcell 4860003939

distance 0.303 · cross-district

#16 · Nashikcell 4870001975

distance 0.304 · cross-district

#17 · Ahmednagarcell 4660005387

distance 0.304 · cross-district

#18 · Beedcell 4700005363

distance 0.305 · 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":4940001096}}}'

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.