Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720003333

The MH-36 locality cells most similar to this Buldhana 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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003805

distance 0.118

#2 · Buldhanacell 4720005304

distance 0.121

#3 · Buldhanacell 4720003256

distance 0.124

#4 · Buldhanacell 4720004864

distance 0.128

#5 · Buldhanacell 4720003262

distance 0.128

#6 · Buldhanacell 4720006566

distance 0.13

#7 · Buldhanacell 4720005310

distance 0.133

#8 · Buldhanacell 4720004571

distance 0.135

#9 · Buldhanacell 4720006149

distance 0.137

#10 · Buldhanacell 4720005663

distance 0.139

#11 · Buldhanacell 4720003650

distance 0.14

#12 · Buldhanacell 4720003936

distance 0.143

#13 · Beedcell 4700007153

distance 0.143 · cross-district

#14 · Buldhanacell 4720005729

distance 0.147

#15 · Beedcell 4700006437

distance 0.149 · cross-district

#16 · Parbhanicell 4890004378

distance 0.149 · cross-district

#17 · Buldhanacell 4720005955

distance 0.149

#18 · Buldhanacell 4720005023

distance 0.15

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":472,"cluster_id":4720003333}}}'

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.