Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004015

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.042

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004203

distance 0.042

#2 · Chandrapurcell 4730004297

distance 0.064

#3 · Chandrapurcell 4730004016

distance 0.069

#4 · Chandrapurcell 4730003584

distance 0.078

#5 · Chandrapurcell 4730004211

distance 0.082

#6 · Chandrapurcell 4730004020

distance 0.086

#7 · Chandrapurcell 4730004301

distance 0.086

#8 · Chandrapurcell 4730003352

distance 0.088

#9 · Chandrapurcell 4730004217

distance 0.09

#10 · Chandrapurcell 4730004122

distance 0.09

#11 · Chandrapurcell 4730003433

distance 0.091

#12 · Chandrapurcell 4730004202

distance 0.094

#13 · Chandrapurcell 4730004116

distance 0.097

#14 · Chandrapurcell 4730003438

distance 0.099

#15 · Chandrapurcell 4730004791

distance 0.103

#16 · Chandrapurcell 4730004298

distance 0.105

#17 · Chandrapurcell 4730004300

distance 0.108

#18 · Chandrapurcell 4730004501

distance 0.111

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":4730004015}}}'

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.