Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009233

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008896

distance 0.139

#2 · Chandrapurcell 4730008951

distance 0.168

#3 · Chandrapurcell 4730008958

distance 0.177

#4 · Chandrapurcell 4730009602

distance 0.19

#5 · Chandrapurcell 4730009164

distance 0.198

#6 · Chandrapurcell 4730008957

distance 0.202

#7 · Chandrapurcell 4730009028

distance 0.202

#8 · Chandrapurcell 4730008887

distance 0.204

#9 · Chandrapurcell 4730006998

distance 0.206

#10 · Chandrapurcell 4730009027

distance 0.209

#11 · Chandrapurcell 4730007567

distance 0.21

#12 · Chandrapurcell 4730009652

distance 0.21

#13 · Chandrapurcell 4730009090

distance 0.215

#14 · Chandrapurcell 4730009092

distance 0.215

#15 · Chandrapurcell 4730009170

distance 0.217

#16 · Chandrapurcell 4730007568

distance 0.218

#17 · Chandrapurcell 4730009020

distance 0.219

#18 · Chandrapurcell 4730008884

distance 0.22

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":4730009233}}}'

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.