Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007834

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007833

distance 0.176

#2 · Chandrapurcell 4730005812

distance 0.196

#3 · Nagpurcell 4840003494

distance 0.196 · cross-district

#4 · Chandrapurcell 4730006388

distance 0.199

#5 · Yavatmalcell 5000006888

distance 0.208 · cross-district

#6 · Yavatmalcell 5000006083

distance 0.213 · cross-district

#7 · Chandrapurcell 4730007514

distance 0.215

#8 · Chandrapurcell 4730007402

distance 0.217

#9 · Chandrapurcell 4730006812

distance 0.222

#10 · Yavatmalcell 5000008660

distance 0.228 · cross-district

#11 · Wardhacell 4980000165

distance 0.229 · cross-district

#12 · Chandrapurcell 4730006590

distance 0.23

#13 · Wardhacell 4980003237

distance 0.23 · cross-district

#14 · Wardhacell 4980001865

distance 0.231 · cross-district

#15 · Yavatmalcell 5000009249

distance 0.232 · cross-district

#16 · Chandrapurcell 4730007351

distance 0.232

#17 · Wardhacell 4980001286

distance 0.234 · cross-district

#18 · Chandrapurcell 4730006942

distance 0.236

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":4730007834}}}'

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.