Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002501

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002365

distance 0.154

#2 · Chandrapurcell 4730001049

distance 0.171

#3 · Nagpurcell 4840001368

distance 0.192 · cross-district

#4 · Chandrapurcell 4730000789

distance 0.222

#5 · Chandrapurcell 4730000875

distance 0.23

#6 · Chandrapurcell 4730002686

distance 0.23

#7 · Chandrapurcell 4730001392

distance 0.244

#8 · Chandrapurcell 4730002223

distance 0.246

#9 · Yavatmalcell 5000010458

distance 0.247 · cross-district

#10 · Chandrapurcell 4730002024

distance 0.25

#11 · Jalgaoncell 4780007895

distance 0.252 · cross-district

#12 · Washimcell 4990004030

distance 0.253 · cross-district

#13 · Yavatmalcell 5000002478

distance 0.254 · cross-district

#14 · Parbhanicell 4890002461

distance 0.255 · cross-district

#15 · Nagpurcell 4840001896

distance 0.259 · cross-district

#16 · Nandedcell 4850000704

distance 0.26 · cross-district

#17 · Chandrapurcell 4730002081

distance 0.262

#18 · Amravaticell 4680005148

distance 0.263 · 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":4730002501}}}'

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.