Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007908

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000652

distance 0.201 · cross-district

#2 · Chandrapurcell 4730009257

distance 0.203

#3 · Chandrapurcell 4730007798

distance 0.212

#4 · Wardhacell 4980001257

distance 0.215 · cross-district

#5 · Wardhacell 4980001081

distance 0.225 · cross-district

#6 · Yavatmalcell 5000007206

distance 0.228 · cross-district

#7 · Nagpurcell 4840000829

distance 0.23 · cross-district

#8 · Bhandaracell 4710001613

distance 0.233 · cross-district

#9 · Chandrapurcell 4730002992

distance 0.233

#10 · Wardhacell 4980002000

distance 0.237 · cross-district

#11 · Wardhacell 4980001843

distance 0.24 · cross-district

#12 · Gadchirolicell 4750009007

distance 0.242 · cross-district

#13 · Chandrapurcell 4730001626

distance 0.246

#14 · Jalgaoncell 4780004397

distance 0.247 · cross-district

#15 · Gadchirolicell 4750007483

distance 0.247 · cross-district

#16 · Wardhacell 4980002254

distance 0.251 · cross-district

#17 · Wardhacell 4980001909

distance 0.255 · cross-district

#18 · Yavatmalcell 5000006957

distance 0.256 · 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":4730007908}}}'

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.