Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003830

The MH-36 locality cells most similar to this Hingoli 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000363

distance 0.154 · cross-district

#2 · Washimcell 4990000510

distance 0.156 · cross-district

#3 · Buldhanacell 4720006673

distance 0.158 · cross-district

#4 · Washimcell 4990000887

distance 0.165 · cross-district

#5 · Washimcell 4990000131

distance 0.168 · cross-district

#6 · Buldhanacell 4720003571

distance 0.172 · cross-district

#7 · Hingolicell 4770003804

distance 0.172

#8 · Buldhanacell 4720005941

distance 0.175 · cross-district

#9 · Parbhanicell 4890000574

distance 0.176 · cross-district

#10 · Buldhanacell 4720001992

distance 0.177 · cross-district

#11 · Jalnacell 4790006651

distance 0.182 · cross-district

#12 · Buldhanacell 4720000415

distance 0.183 · cross-district

#13 · Washimcell 4990000073

distance 0.183 · cross-district

#14 · Akolacell 4670000837

distance 0.185 · cross-district

#15 · Parbhanicell 4890000675

distance 0.185 · cross-district

#16 · Yavatmalcell 5000004468

distance 0.186 · cross-district

#17 · Buldhanacell 4720002183

distance 0.186 · cross-district

#18 · Dharashivcell 4880000055

distance 0.186 · 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":477,"cluster_id":4770003830}}}'

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.