Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003783

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000034

distance 0.228 · cross-district

#2 · Washimcell 4990000089

distance 0.236 · cross-district

#3 · Washimcell 4990000255

distance 0.241 · cross-district

#4 · Jalgaoncell 4780003078

distance 0.259 · cross-district

#5 · Hingolicell 4770003625

distance 0.266

#6 · Beedcell 4700008601

distance 0.266 · cross-district

#7 · Washimcell 4990002063

distance 0.27 · cross-district

#8 · Jalnacell 4790006607

distance 0.272 · cross-district

#9 · Yavatmalcell 5000001372

distance 0.272 · cross-district

#10 · Parbhanicell 4890001338

distance 0.278 · cross-district

#11 · Parbhanicell 4890002447

distance 0.28 · cross-district

#12 · Amravaticell 4680000799

distance 0.281 · cross-district

#13 · Solapurcell 4960011379

distance 0.283 · cross-district

#14 · Washimcell 4990003721

distance 0.283 · cross-district

#15 · Gadchirolicell 4750007407

distance 0.284 · cross-district

#16 · Yavatmalcell 5000003101

distance 0.285 · cross-district

#17 · Nagpurcell 4840007840

distance 0.286 · cross-district

#18 · Hingolicell 4770003731

distance 0.287

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":4770003783}}}'

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.