Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002476

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003224

distance 0.147

#2 · Hingolicell 4770002910

distance 0.153

#3 · Hingolicell 4770003061

distance 0.157

#4 · Buldhanacell 4720000008

distance 0.181 · cross-district

#5 · Hingolicell 4770003222

distance 0.211

#6 · Hingolicell 4770003142

distance 0.213

#7 · Hingolicell 4770003298

distance 0.216

#8 · Chhatrapati Sambhajinagarcell 4690008453

distance 0.216 · cross-district

#9 · Hingolicell 4770003301

distance 0.217

#10 · Hingolicell 4770003223

distance 0.218

#11 · Hingolicell 4770002978

distance 0.22

#12 · Parbhanicell 4890004827

distance 0.223 · cross-district

#13 · Parbhanicell 4890005098

distance 0.234 · cross-district

#14 · Hingolicell 4770002832

distance 0.241

#15 · Hingolicell 4770003226

distance 0.242

#16 · Chhatrapati Sambhajinagarcell 4690008511

distance 0.243 · cross-district

#17 · Jalgaoncell 4780001851

distance 0.244 · cross-district

#18 · Sanglicell 4930006873

distance 0.245 · 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":4770002476}}}'

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.