Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006567

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.024

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006566

distance 0.024

#2 · Chandrapurcell 4730006451

distance 0.079

#3 · Chandrapurcell 4730005546

distance 0.124

#4 · Chandrapurcell 4730005352

distance 0.141

#5 · Chandrapurcell 4730006681

distance 0.142

#6 · Jalgaoncell 4780006249

distance 0.161 · cross-district

#7 · Chandrapurcell 4730004913

distance 0.163

#8 · Chandrapurcell 4730006652

distance 0.169

#9 · Chandrapurcell 4730005009

distance 0.177

#10 · Chandrapurcell 4730002719

distance 0.189

#11 · Jalgaoncell 4780006846

distance 0.193 · cross-district

#12 · Chandrapurcell 4730004916

distance 0.193

#13 · Chandrapurcell 4730005406

distance 0.193

#14 · Chandrapurcell 4730002792

distance 0.198

#15 · Yavatmalcell 5000004573

distance 0.209 · cross-district

#16 · Chandrapurcell 4730005715

distance 0.211

#17 · Nagpurcell 4840000951

distance 0.213 · cross-district

#18 · Yavatmalcell 5000005203

distance 0.216 · 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":4730006567}}}'

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.