Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001034

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.05

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001095

distance 0.05

#2 · Hingolicell 4770001033

distance 0.054

#3 · Hingolicell 4770000972

distance 0.068

#4 · Hingolicell 4770001094

distance 0.075

#5 · Hingolicell 4770001035

distance 0.076

#6 · Hingolicell 4770001097

distance 0.082

#7 · Hingolicell 4770000910

distance 0.087

#8 · Hingolicell 4770000974

distance 0.1

#9 · Hingolicell 4770000971

distance 0.103

#10 · Hingolicell 4770000909

distance 0.103

#11 · Hingolicell 4770001157

distance 0.107

#12 · Hingolicell 4770000973

distance 0.109

#13 · Hingolicell 4770001093

distance 0.113

#14 · Hingolicell 4770001096

distance 0.113

#15 · Hingolicell 4770001561

distance 0.114

#16 · Hingolicell 4770000978

distance 0.116

#17 · Hingolicell 4770001271

distance 0.128

#18 · Hingolicell 4770001152

distance 0.135

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":4770001034}}}'

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.