Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003386

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

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003726

distance 0.213 · cross-district

#2 · Amravaticell 4680003125

distance 0.226 · cross-district

#3 · Akolacell 4670003857

distance 0.233 · cross-district

#4 · Washimcell 4990004295

distance 0.242 · cross-district

#5 · Jalnacell 4790002151

distance 0.246 · cross-district

#6 · Amravaticell 4680001808

distance 0.25 · cross-district

#7 · Solapurcell 4960002978

distance 0.253 · cross-district

#8 · Solapurcell 4960001184

distance 0.257 · cross-district

#9 · Sataracell 4940002188

distance 0.265 · cross-district

#10 · Amravaticell 4680003353

distance 0.275 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690006244

distance 0.276 · cross-district

#12 · Solapurcell 4960002291

distance 0.279 · cross-district

#13 · Buldhanacell 4720008020

distance 0.279 · cross-district

#14 · Solapurcell 4960004091

distance 0.282 · cross-district

#15 · Amravaticell 4680009032

distance 0.287 · cross-district

#16 · Buldhanacell 4720007708

distance 0.289 · cross-district

#17 · Jalnacell 4790000384

distance 0.291 · cross-district

#18 · Amravaticell 4680005493

distance 0.292 · 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":4770003386}}}'

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.