Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004421

The MH-36 locality cells most similar to this Chandrapur 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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004420

distance 0.272

#2 · Beedcell 4700005287

distance 0.279 · cross-district

#3 · Hingolicell 4770001381

distance 0.291 · cross-district

#4 · Jalgaoncell 4780005937

distance 0.329 · cross-district

#5 · Jalgaoncell 4780006038

distance 0.336 · cross-district

#6 · Dharashivcell 4880002209

distance 0.34 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003311

distance 0.341 · cross-district

#8 · Beedcell 4700007438

distance 0.344 · cross-district

#9 · Parbhanicell 4890002593

distance 0.347 · cross-district

#10 · Buldhanacell 4720004593

distance 0.348 · cross-district

#11 · Gadchirolicell 4750003589

distance 0.348 · cross-district

#12 · Nandedcell 4850001790

distance 0.351 · cross-district

#13 · Sanglicell 4930000202

distance 0.352 · cross-district

#14 · Nandedcell 4850004269

distance 0.353 · cross-district

#15 · Jalnacell 4790002133

distance 0.357 · cross-district

#16 · Beedcell 4700008863

distance 0.365 · cross-district

#17 · Beedcell 4700006017

distance 0.368 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000057

distance 0.37 · 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":473,"cluster_id":4730004421}}}'

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.