Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005996

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.28

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010642

distance 0.28 · cross-district

#2 · Bhandaracell 4710000070

distance 0.303 · cross-district

#3 · Chandrapurcell 4730006461

distance 0.307

#4 · Chandrapurcell 4730006002

distance 0.315

#5 · Chandrapurcell 4730005881

distance 0.316

#6 · Chandrapurcell 4730007570

distance 0.328

#7 · Bhandaracell 4710000071

distance 0.34 · cross-district

#8 · Gadchirolicell 4750010369

distance 0.348 · cross-district

#9 · Chandrapurcell 4730006112

distance 0.351

#10 · Chandrapurcell 4730006569

distance 0.36

#11 · Chandrapurcell 4730009320

distance 0.362

#12 · Chandrapurcell 4730008024

distance 0.378

#13 · Chandrapurcell 4730005644

distance 0.386

#14 · Chandrapurcell 4730008216

distance 0.39

#15 · Gadchirolicell 4750011592

distance 0.39 · cross-district

#16 · Gondiacell 4760000082

distance 0.396 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002236

distance 0.405 · cross-district

#18 · Gadchirolicell 4750002663

distance 0.406 · 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":4730005996}}}'

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.