Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000153

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000964

distance 0.157

#2 · Nandedcell 4850007188

distance 0.18 · cross-district

#3 · Akolacell 4670000310

distance 0.191 · cross-district

#4 · Jalnacell 4790001760

distance 0.195 · cross-district

#5 · Parbhanicell 4890004180

distance 0.196 · cross-district

#6 · Washimcell 4990001300

distance 0.196 · cross-district

#7 · Hingolicell 4770001750

distance 0.196

#8 · Chhatrapati Sambhajinagarcell 4690001859

distance 0.198 · cross-district

#9 · Parbhanicell 4890003960

distance 0.202 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005208

distance 0.209 · cross-district

#11 · Washimcell 4990001565

distance 0.215 · cross-district

#12 · Buldhanacell 4720001057

distance 0.22 · cross-district

#13 · Chandrapurcell 4730000959

distance 0.222 · cross-district

#14 · Ahmednagarcell 4660008916

distance 0.223 · cross-district

#15 · Parbhanicell 4890004438

distance 0.223 · cross-district

#16 · Beedcell 4700009015

distance 0.223 · cross-district

#17 · Nandedcell 4850001295

distance 0.223 · cross-district

#18 · Washimcell 4990000134

distance 0.223 · 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":4770000153}}}'

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.