Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005977

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007231

distance 0.091

#2 · Chandrapurcell 4730006888

distance 0.097

#3 · Chandrapurcell 4730007237

distance 0.107

#4 · Chandrapurcell 4730007235

distance 0.108

#5 · Chandrapurcell 4730006778

distance 0.118

#6 · Chandrapurcell 4730006777

distance 0.126

#7 · Chandrapurcell 4730007118

distance 0.126

#8 · Chandrapurcell 4730005858

distance 0.132

#9 · Chandrapurcell 4730006668

distance 0.138

#10 · Chandrapurcell 4730007230

distance 0.139

#11 · Chandrapurcell 4730006776

distance 0.142

#12 · Chandrapurcell 4730006548

distance 0.147

#13 · Chandrapurcell 4730006207

distance 0.147

#14 · Chandrapurcell 4730007466

distance 0.151

#15 · Chandrapurcell 4730005646

distance 0.152

#16 · Chandrapurcell 4730006550

distance 0.153

#17 · Chandrapurcell 4730006771

distance 0.155

#18 · Chandrapurcell 4730006436

distance 0.156

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":4730005977}}}'

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.