Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001928

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002724

distance 0.229

#2 · Jalgaoncell 4780003629

distance 0.277 · cross-district

#3 · Parbhanicell 4890001706

distance 0.282 · cross-district

#4 · Hingolicell 4770001990

distance 0.288

#5 · Hingolicell 4770003030

distance 0.29

#6 · Hingolicell 4770002518

distance 0.292

#7 · Hingolicell 4770002316

distance 0.294

#8 · Parbhanicell 4890002042

distance 0.295 · cross-district

#9 · Hingolicell 4770002247

distance 0.297

#10 · Parbhanicell 4890005053

distance 0.301 · cross-district

#11 · Hingolicell 4770001946

distance 0.301

#12 · Chandrapurcell 4730001981

distance 0.305 · cross-district

#13 · Amravaticell 4680000191

distance 0.306 · cross-district

#14 · Parbhanicell 4890003777

distance 0.306 · cross-district

#15 · Yavatmalcell 5000003605

distance 0.31 · cross-district

#16 · Hingolicell 4770003121

distance 0.314

#17 · Hingolicell 4770002313

distance 0.316

#18 · Chhatrapati Sambhajinagarcell 4690001720

distance 0.317 · 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":4770001928}}}'

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.