Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000435

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000488

distance 0.081

#2 · Hingolicell 4770000743

distance 0.105

#3 · Hingolicell 4770001634

distance 0.11

#4 · Hingolicell 4770000377

distance 0.112

#5 · Hingolicell 4770000384

distance 0.125

#6 · Hingolicell 4770001517

distance 0.142

#7 · Hingolicell 4770000646

distance 0.151

#8 · Hingolicell 4770000855

distance 0.158

#9 · Parbhanicell 4890003978

distance 0.161 · cross-district

#10 · Nagpurcell 4840007020

distance 0.162 · cross-district

#11 · Hingolicell 4770000432

distance 0.164

#12 · Hingolicell 4770001633

distance 0.164

#13 · Amravaticell 4680007665

distance 0.167 · cross-district

#14 · Akolacell 4670004336

distance 0.178 · cross-district

#15 · Parbhanicell 4890004202

distance 0.185 · cross-district

#16 · Parbhanicell 4890004100

distance 0.189 · cross-district

#17 · Hingolicell 4770002462

distance 0.189

#18 · Hingolicell 4770002970

distance 0.191

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":4770000435}}}'

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.