Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004913

The MH-36 locality cells most similar to this Parbhani 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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004908

distance 0.068

#2 · Parbhanicell 4890004823

distance 0.088

#3 · Parbhanicell 4890004917

distance 0.093

#4 · Parbhanicell 4890004915

distance 0.112

#5 · Parbhanicell 4890004865

distance 0.112

#6 · Parbhanicell 4890004870

distance 0.118

#7 · Parbhanicell 4890004918

distance 0.123

#8 · Buldhanacell 4720003214

distance 0.124 · cross-district

#9 · Parbhanicell 4890004914

distance 0.129

#10 · Buldhanacell 4720003285

distance 0.136 · cross-district

#11 · Akolacell 4670000122

distance 0.139 · cross-district

#12 · Buldhanacell 4720004703

distance 0.145 · cross-district

#13 · Buldhanacell 4720003213

distance 0.149 · cross-district

#14 · Buldhanacell 4720003282

distance 0.149 · cross-district

#15 · Buldhanacell 4720004097

distance 0.151 · cross-district

#16 · Jalgaoncell 4780002164

distance 0.153 · cross-district

#17 · Buldhanacell 4720003281

distance 0.156 · cross-district

#18 · Buldhanacell 4720003286

distance 0.157 · cross-district

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":489,"cluster_id":4890004913}}}'

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.