Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003230

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

0.075

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002988

distance 0.075

#2 · Hingolicell 4770003306

distance 0.119

#3 · Parbhanicell 4890005394

distance 0.122 · cross-district

#4 · Hingolicell 4770003307

distance 0.128

#5 · Hingolicell 4770002832

distance 0.145

#6 · Hingolicell 4770002991

distance 0.156

#7 · Hingolicell 4770002995

distance 0.159

#8 · Parbhanicell 4890003951

distance 0.166 · cross-district

#9 · Parbhanicell 4890005263

distance 0.166 · cross-district

#10 · Parbhanicell 4890005038

distance 0.167 · cross-district

#11 · Amravaticell 4680003733

distance 0.167 · cross-district

#12 · Hingolicell 4770002984

distance 0.17

#13 · Hingolicell 4770003308

distance 0.17

#14 · Amravaticell 4680002748

distance 0.171 · cross-district

#15 · Parbhanicell 4890005207

distance 0.172 · cross-district

#16 · Hingolicell 4770002835

distance 0.173

#17 · Akolacell 4670002781

distance 0.175 · cross-district

#18 · Hingolicell 4770002842

distance 0.176

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":4770003230}}}'

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.