Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009446

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.386

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680000719

distance 0.386 · cross-district

#2 · Bhandaracell 4710001607

distance 0.393 · cross-district

#3 · Chandrapurcell 4730009502

distance 0.404

#4 · Chandrapurcell 4730009384

distance 0.406

#5 · Yavatmalcell 5000004941

distance 0.449 · cross-district

#6 · Yavatmalcell 5000005286

distance 0.451 · cross-district

#7 · Bhandaracell 4710000552

distance 0.458 · cross-district

#8 · Wardhacell 4980002461

distance 0.465 · cross-district

#9 · Yavatmalcell 5000006216

distance 0.477 · cross-district

#10 · Nashikcell 4870007535

distance 0.48 · cross-district

#11 · Nagpurcell 4840005747

distance 0.484 · cross-district

#12 · Gondiacell 4760000433

distance 0.486 · cross-district

#13 · Chandrapurcell 4730009620

distance 0.489

#14 · Wardhacell 4980003006

distance 0.496 · cross-district

#15 · Jalgaoncell 4780001784

distance 0.499 · cross-district

#16 · Gadchirolicell 4750010698

distance 0.5 · cross-district

#17 · Nagpurcell 4840005235

distance 0.502 · cross-district

#18 · Bhandaracell 4710000318

distance 0.502 · 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":4730009446}}}'

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.