Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000430

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000431

distance 0.07

#2 · Chandrapurcell 4730000584

distance 0.122

#3 · Chandrapurcell 4730002476

distance 0.143

#4 · Chandrapurcell 4730002540

distance 0.166

#5 · Chandrapurcell 4730002544

distance 0.177

#6 · Chandrapurcell 4730002286

distance 0.178

#7 · Chandrapurcell 4730002280

distance 0.18

#8 · Chandrapurcell 4730002139

distance 0.182

#9 · Chandrapurcell 4730001646

distance 0.184

#10 · Chandrapurcell 4730002444

distance 0.191

#11 · Nandedcell 4850002830

distance 0.191 · cross-district

#12 · Dhulecell 4740004370

distance 0.196 · cross-district

#13 · Dhulecell 4740004725

distance 0.198 · cross-district

#14 · Chandrapurcell 4730000590

distance 0.2

#15 · Akolacell 4670000912

distance 0.2 · cross-district

#16 · Chandrapurcell 4730001905

distance 0.201

#17 · Nandedcell 4850003295

distance 0.201 · cross-district

#18 · Jalgaoncell 4780004361

distance 0.202 · 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":4730000430}}}'

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.