Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004913

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005009

distance 0.111

#2 · Chandrapurcell 4730004916

distance 0.135

#3 · Chandrapurcell 4730006567

distance 0.163

#4 · Chandrapurcell 4730006566

distance 0.17

#5 · Jalgaoncell 4780006249

distance 0.175 · cross-district

#6 · Nagpurcell 4840000870

distance 0.179 · cross-district

#7 · Nagpurcell 4840000951

distance 0.191 · cross-district

#8 · Chandrapurcell 4730006681

distance 0.195

#9 · Chandrapurcell 4730003788

distance 0.202

#10 · Chandrapurcell 4730006652

distance 0.202

#11 · Nagpurcell 4840001088

distance 0.216 · cross-district

#12 · Jalgaoncell 4780006846

distance 0.218 · cross-district

#13 · Buldhanacell 4720007703

distance 0.223 · cross-district

#14 · Jalgaoncell 4780006551

distance 0.225 · cross-district

#15 · Chandrapurcell 4730007949

distance 0.226

#16 · Wardhacell 4980003629

distance 0.231 · cross-district

#17 · Chandrapurcell 4730005636

distance 0.243

#18 · Chandrapurcell 4730004820

distance 0.245

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":4730004913}}}'

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.