Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003936

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004212

distance 0.084

#2 · Chandrapurcell 4730004308

distance 0.085

#3 · Chandrapurcell 4730003845

distance 0.095

#4 · Chandrapurcell 4730003667

distance 0.097

#5 · Chandrapurcell 4730004393

distance 0.098

#6 · Chandrapurcell 4730003755

distance 0.099

#7 · Chandrapurcell 4730003668

distance 0.1

#8 · Chandrapurcell 4730004117

distance 0.101

#9 · Chandrapurcell 4730003940

distance 0.106

#10 · Chandrapurcell 4730004113

distance 0.114

#11 · Chandrapurcell 4730003588

distance 0.117

#12 · Chandrapurcell 4730004213

distance 0.119

#13 · Chandrapurcell 4730004118

distance 0.12

#14 · Chandrapurcell 4730003751

distance 0.121

#15 · Chandrapurcell 4730003756

distance 0.124

#16 · Chandrapurcell 4730004112

distance 0.127

#17 · Chandrapurcell 4730003849

distance 0.127

#18 · Chandrapurcell 4730004500

distance 0.129

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":4730003936}}}'

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.