Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003389

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001958

distance 0.105

#2 · Parbhanicell 4890005343

distance 0.116 · cross-district

#3 · Parbhanicell 4890005013

distance 0.122 · cross-district

#4 · Parbhanicell 4890005049

distance 0.137 · cross-district

#5 · Hingolicell 4770003319

distance 0.169

#6 · Amravaticell 4680004219

distance 0.171 · cross-district

#7 · Hingolicell 4770002613

distance 0.173

#8 · Parbhanicell 4890005238

distance 0.18 · cross-district

#9 · Amravaticell 4680004598

distance 0.181 · cross-district

#10 · Parbhanicell 4890004411

distance 0.184 · cross-district

#11 · Hingolicell 4770002764

distance 0.191

#12 · Solapurcell 4960001201

distance 0.193 · cross-district

#13 · Buldhanacell 4720003147

distance 0.195 · cross-district

#14 · Hingolicell 4770000682

distance 0.199

#15 · Solapurcell 4960002561

distance 0.199 · cross-district

#16 · Parbhanicell 4890005084

distance 0.199 · cross-district

#17 · Hingolicell 4770000585

distance 0.203

#18 · Buldhanacell 4720003754

distance 0.204 · 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":4770003389}}}'

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.