Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003369

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

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002277

distance 0.251

#2 · Hingolicell 4770001226

distance 0.264

#3 · Buldhanacell 4720007212

distance 0.274 · cross-district

#4 · Hingolicell 4770002409

distance 0.317

#5 · Parbhanicell 4890005205

distance 0.318 · cross-district

#6 · Ahmednagarcell 4660002336

distance 0.318 · cross-district

#7 · Hingolicell 4770001518

distance 0.318

#8 · Hingolicell 4770002145

distance 0.319

#9 · Beedcell 4700004452

distance 0.327 · cross-district

#10 · Parbhanicell 4890005176

distance 0.328 · cross-district

#11 · Hingolicell 4770001466

distance 0.329

#12 · Buldhanacell 4720008024

distance 0.331 · cross-district

#13 · Parbhanicell 4890005193

distance 0.332 · cross-district

#14 · Hingolicell 4770001532

distance 0.337

#15 · Parbhanicell 4890003789

distance 0.338 · cross-district

#16 · Beedcell 4700005215

distance 0.338 · cross-district

#17 · Amravaticell 4680007493

distance 0.342 · cross-district

#18 · Buldhanacell 4720003756

distance 0.345 · 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":4770003369}}}'

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.