Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008448

The MH-36 locality cells most similar to this Beed 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000223

distance 0.101 · cross-district

#2 · Jalnacell 4790000138

distance 0.118 · cross-district

#3 · Jalnacell 4790001642

distance 0.135 · cross-district

#4 · Beedcell 4700000773

distance 0.142

#5 · Beedcell 4700007517

distance 0.144

#6 · Parbhanicell 4890002065

distance 0.145 · cross-district

#7 · Buldhanacell 4720001079

distance 0.146 · cross-district

#8 · Buldhanacell 4720000433

distance 0.146 · cross-district

#9 · Buldhanacell 4720000497

distance 0.148 · cross-district

#10 · Jalnacell 4790004078

distance 0.149 · cross-district

#11 · Beedcell 4700008888

distance 0.154

#12 · Jalnacell 4790003305

distance 0.155 · cross-district

#13 · Beedcell 4700000250

distance 0.155

#14 · Jalnacell 4790004165

distance 0.155 · cross-district

#15 · Beedcell 4700000378

distance 0.155

#16 · Beedcell 4700002570

distance 0.157

#17 · Beedcell 4700000200

distance 0.159

#18 · Beedcell 4700008658

distance 0.159

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":470,"cluster_id":4700008448}}}'

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.