Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001618

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001930

distance 0.27 · cross-district

#2 · Nagpurcell 4840006915

distance 0.272 · cross-district

#3 · Nagpurcell 4840007327

distance 0.276 · cross-district

#4 · Nagpurcell 4840007721

distance 0.277 · cross-district

#5 · Hingolicell 4770001734

distance 0.279

#6 · Akolacell 4670003305

distance 0.279 · cross-district

#7 · Hingolicell 4770001155

distance 0.282

#8 · Hingolicell 4770001038

distance 0.291

#9 · Chandrapurcell 4730003954

distance 0.291 · cross-district

#10 · Jalgaoncell 4780006639

distance 0.291 · cross-district

#11 · Yavatmalcell 5000004995

distance 0.292 · cross-district

#12 · Parbhanicell 4890002213

distance 0.293 · cross-district

#13 · Bhandaracell 4710001294

distance 0.295 · cross-district

#14 · Hingolicell 4770001390

distance 0.296

#15 · Amravaticell 4680006939

distance 0.296 · cross-district

#16 · Nagpurcell 4840007404

distance 0.298 · cross-district

#17 · Amravaticell 4680004041

distance 0.298 · cross-district

#18 · Akolacell 4670003388

distance 0.3 · 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":4770001618}}}'

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.