Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003142

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000008

distance 0.12 · cross-district

#2 · Hingolicell 4770003223

distance 0.133

#3 · Hingolicell 4770002978

distance 0.16

#4 · Hingolicell 4770002407

distance 0.173

#5 · Hingolicell 4770003229

distance 0.19

#6 · Hingolicell 4770003060

distance 0.194

#7 · Hingolicell 4770003061

distance 0.194

#8 · Parbhanicell 4890005370

distance 0.195 · cross-district

#9 · Hingolicell 4770003224

distance 0.195

#10 · Hingolicell 4770003298

distance 0.204

#11 · Parbhanicell 4890005098

distance 0.205 · cross-district

#12 · Hingolicell 4770002910

distance 0.21

#13 · Amravaticell 4680002324

distance 0.213 · cross-district

#14 · Hingolicell 4770002476

distance 0.213

#15 · Hingolicell 4770003301

distance 0.214

#16 · Amravaticell 4680001999

distance 0.214 · cross-district

#17 · Hingolicell 4770003056

distance 0.215

#18 · Hingolicell 4770003215

distance 0.218

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":4770003142}}}'

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.