Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002128

The MH-36 locality cells most similar to this Bhandara 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002129

distance 0.141

#2 · Bhandaracell 4710002017

distance 0.25

#3 · Nagpurcell 4840003805

distance 0.265 · cross-district

#4 · Bhandaracell 4710002512

distance 0.272

#5 · Bhandaracell 4710002018

distance 0.285

#6 · Nagpurcell 4840001076

distance 0.301 · cross-district

#7 · Bhandaracell 4710002130

distance 0.307

#8 · Jalgaoncell 4780004973

distance 0.309 · cross-district

#9 · Bhandaracell 4710001967

distance 0.311

#10 · Jalgaoncell 4780006059

distance 0.314 · cross-district

#11 · Solapurcell 4960004304

distance 0.321 · cross-district

#12 · Nagpurcell 4840002991

distance 0.323 · cross-district

#13 · Nagpurcell 4840003003

distance 0.325 · cross-district

#14 · Jalgaoncell 4780005912

distance 0.326 · cross-district

#15 · Jalgaoncell 4780005496

distance 0.327 · cross-district

#16 · Jalgaoncell 4780005488

distance 0.328 · cross-district

#17 · Bhandaracell 4710002025

distance 0.334

#18 · Bhandaracell 4710002019

distance 0.341

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":471,"cluster_id":4710002128}}}'

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.