Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003583

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003640

distance 0.087

#2 · Hingolicell 4770003798

distance 0.093

#3 · Parbhanicell 4890002995

distance 0.099 · cross-district

#4 · Parbhanicell 4890002142

distance 0.102 · cross-district

#5 · Parbhanicell 4890003391

distance 0.105 · cross-district

#6 · Parbhanicell 4890003143

distance 0.107 · cross-district

#7 · Parbhanicell 4890003222

distance 0.108 · cross-district

#8 · Hingolicell 4770003799

distance 0.11

#9 · Hingolicell 4770003698

distance 0.115

#10 · Parbhanicell 4890002559

distance 0.117 · cross-district

#11 · Parbhanicell 4890002482

distance 0.117 · cross-district

#12 · Parbhanicell 4890002399

distance 0.12 · cross-district

#13 · Parbhanicell 4890002644

distance 0.124 · cross-district

#14 · Parbhanicell 4890002479

distance 0.125 · cross-district

#15 · Washimcell 4990000588

distance 0.126 · cross-district

#16 · Parbhanicell 4890002226

distance 0.126 · cross-district

#17 · Parbhanicell 4890003368

distance 0.127 · cross-district

#18 · Hingolicell 4770003531

distance 0.129

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":4770003583}}}'

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.