Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003219

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690008738

distance 0.222 · cross-district

#2 · Amravaticell 4680004570

distance 0.262 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690008053

distance 0.272 · cross-district

#4 · Jalnacell 4790000706

distance 0.275 · cross-district

#5 · Jalnacell 4790002414

distance 0.284 · cross-district

#6 · Jalgaoncell 4780002766

distance 0.284 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690008798

distance 0.293 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690008262

distance 0.295 · cross-district

#9 · Laturcell 4810005589

distance 0.297 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690008777

distance 0.298 · cross-district

#11 · Parbhanicell 4890005469

distance 0.301 · cross-district

#12 · Amravaticell 4680002728

distance 0.302 · cross-district

#13 · Hingolicell 4770004011

distance 0.308

#14 · Hingolicell 4770003221

distance 0.309

#15 · Solapurcell 4960002383

distance 0.309 · cross-district

#16 · Solapurcell 4960001275

distance 0.309 · cross-district

#17 · Amravaticell 4680002331

distance 0.315 · cross-district

#18 · Jalnacell 4790002003

distance 0.316 · 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":4770003219}}}'

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.