Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006217

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.364

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740005287

distance 0.364 · cross-district

#2 · Chandrapurcell 4730005249

distance 0.4

#3 · Dhulecell 4740005288

distance 0.406 · cross-district

#4 · Dhulecell 4740005289

distance 0.423 · cross-district

#5 · Nandurbarcell 4860001660

distance 0.429 · cross-district

#6 · Wardhacell 4980003379

distance 0.433 · cross-district

#7 · Chandrapurcell 4730005147

distance 0.435

#8 · Dhulecell 4740005034

distance 0.439 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003655

distance 0.443 · cross-district

#10 · Gadchirolicell 4750011178

distance 0.452 · cross-district

#11 · Nagpurcell 4840002301

distance 0.464 · cross-district

#12 · Yavatmalcell 5000003706

distance 0.465 · cross-district

#13 · Dhulecell 4740004902

distance 0.483 · cross-district

#14 · Dhulecell 4740000200

distance 0.487 · cross-district

#15 · Beedcell 4700003296

distance 0.491 · cross-district

#16 · Gadchirolicell 4750000012

distance 0.494 · cross-district

#17 · Dhulecell 4740000198

distance 0.494 · cross-district

#18 · Jalgaoncell 4780000565

distance 0.495 · 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":4730006217}}}'

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.