Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004696

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004978

distance 0.105

#2 · Chandrapurcell 4730004697

distance 0.13

#3 · Chandrapurcell 4730004695

distance 0.143

#4 · Chandrapurcell 4730004598

distance 0.145

#5 · Chandrapurcell 4730005572

distance 0.176

#6 · Chandrapurcell 4730004014

distance 0.178

#7 · Chandrapurcell 4730002190

distance 0.179

#8 · Yavatmalcell 5000010277

distance 0.185 · cross-district

#9 · Wardhacell 4980000017

distance 0.187 · cross-district

#10 · Chandrapurcell 4730004792

distance 0.198

#11 · Chandrapurcell 4730005467

distance 0.2

#12 · Chandrapurcell 4730004885

distance 0.203

#13 · Jalgaoncell 4780005213

distance 0.204 · cross-district

#14 · Chandrapurcell 4730006009

distance 0.206

#15 · Yavatmalcell 5000011268

distance 0.213 · cross-district

#16 · Chandrapurcell 4730003594

distance 0.213

#17 · Chandrapurcell 4730002953

distance 0.214

#18 · Chandrapurcell 4730007685

distance 0.215

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":4730004696}}}'

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.