Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002502

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001291

distance 0.186

#2 · Chandrapurcell 4730002443

distance 0.188

#3 · Nagpurcell 4840007126

distance 0.19 · cross-district

#4 · Chandrapurcell 4730002424

distance 0.204

#5 · Nandedcell 4850000162

distance 0.21 · cross-district

#6 · Nagpurcell 4840006470

distance 0.211 · cross-district

#7 · Chandrapurcell 4730002431

distance 0.219

#8 · Nagpurcell 4840005350

distance 0.219 · cross-district

#9 · Nagpurcell 4840000063

distance 0.222 · cross-district

#10 · Chandrapurcell 4730001145

distance 0.222

#11 · Chandrapurcell 4730003611

distance 0.223

#12 · Chandrapurcell 4730001295

distance 0.223

#13 · Nagpurcell 4840003494

distance 0.225 · cross-district

#14 · Gadchirolicell 4750006764

distance 0.226 · cross-district

#15 · Yavatmalcell 5000002095

distance 0.227 · cross-district

#16 · Chandrapurcell 4730003596

distance 0.227

#17 · Nandedcell 4850000799

distance 0.227 · cross-district

#18 · Chandrapurcell 4730002689

distance 0.231

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":4730002502}}}'

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.