Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003751

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002400

distance 0.211 · cross-district

#2 · Washimcell 4990003196

distance 0.216 · cross-district

#3 · Washimcell 4990001516

distance 0.225 · cross-district

#4 · Akolacell 4670000352

distance 0.226 · cross-district

#5 · Hingolicell 4770001428

distance 0.228

#6 · Washimcell 4990001161

distance 0.228 · cross-district

#7 · Buldhanacell 4720001555

distance 0.232 · cross-district

#8 · Washimcell 4990000920

distance 0.235 · cross-district

#9 · Beedcell 4700000916

distance 0.238 · cross-district

#10 · Akolacell 4670000209

distance 0.238 · cross-district

#11 · Akolacell 4670000126

distance 0.24 · cross-district

#12 · Parbhanicell 4890000568

distance 0.241 · cross-district

#13 · Beedcell 4700005995

distance 0.243 · cross-district

#14 · Parbhanicell 4890004837

distance 0.244 · cross-district

#15 · Washimcell 4990000611

distance 0.245 · cross-district

#16 · Washimcell 4990003482

distance 0.245 · cross-district

#17 · Solapurcell 4960006826

distance 0.246 · cross-district

#18 · Washimcell 4990003154

distance 0.247 · 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":4770003751}}}'

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.