Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006016

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006018

distance 0.139

#2 · Chandrapurcell 4730006251

distance 0.15

#3 · Wardhacell 4980000003

distance 0.243 · cross-district

#4 · Nagpurcell 4840000785

distance 0.244 · cross-district

#5 · Yavatmalcell 5000005739

distance 0.255 · cross-district

#6 · Chandrapurcell 4730006138

distance 0.269

#7 · Yavatmalcell 5000007953

distance 0.273 · cross-district

#8 · Nagpurcell 4840006626

distance 0.277 · cross-district

#9 · Chandrapurcell 4730006364

distance 0.294

#10 · Chandrapurcell 4730006017

distance 0.299

#11 · Nagpurcell 4840006835

distance 0.301 · cross-district

#12 · Gadchirolicell 4750011931

distance 0.307 · cross-district

#13 · Gadchirolicell 4750010936

distance 0.309 · cross-district

#14 · Gadchirolicell 4750011872

distance 0.311 · cross-district

#15 · Jalgaoncell 4780003031

distance 0.313 · cross-district

#16 · Gadchirolicell 4750012284

distance 0.314 · cross-district

#17 · Nagpurcell 4840006129

distance 0.314 · cross-district

#18 · Wardhacell 4980003426

distance 0.318 · 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":4730006016}}}'

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.