Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003833

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001179

distance 0.134 · cross-district

#2 · Washimcell 4990000310

distance 0.141 · cross-district

#3 · Washimcell 4990001175

distance 0.143 · cross-district

#4 · Washimcell 4990001066

distance 0.158 · cross-district

#5 · Washimcell 4990000800

distance 0.158 · cross-district

#6 · Buldhanacell 4720006188

distance 0.171 · cross-district

#7 · Amravaticell 4680000419

distance 0.174 · cross-district

#8 · Buldhanacell 4720007608

distance 0.176 · cross-district

#9 · Washimcell 4990000428

distance 0.176 · cross-district

#10 · Parbhanicell 4890004943

distance 0.18 · cross-district

#11 · Washimcell 4990000037

distance 0.182 · cross-district

#12 · Jalnacell 4790003936

distance 0.184 · cross-district

#13 · Washimcell 4990000263

distance 0.186 · cross-district

#14 · Buldhanacell 4720006828

distance 0.187 · cross-district

#15 · Washimcell 4990001254

distance 0.189 · cross-district

#16 · Buldhanacell 4720005661

distance 0.191 · cross-district

#17 · Washimcell 4990000719

distance 0.192 · cross-district

#18 · Washimcell 4990000798

distance 0.194 · 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":4770003833}}}'

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.