Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002995

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002765

distance 0.093

#2 · Hingolicell 4770003459

distance 0.103

#3 · Parbhanicell 4890005010

distance 0.104 · cross-district

#4 · Hingolicell 4770003451

distance 0.106

#5 · Hingolicell 4770003306

distance 0.108

#6 · Hingolicell 4770002999

distance 0.114

#7 · Hingolicell 4770003454

distance 0.119

#8 · Hingolicell 4770003307

distance 0.124

#9 · Hingolicell 4770002478

distance 0.125

#10 · Hingolicell 4770003159

distance 0.129

#11 · Parbhanicell 4890005263

distance 0.129 · cross-district

#12 · Parbhanicell 4890005196

distance 0.13 · cross-district

#13 · Hingolicell 4770003308

distance 0.132

#14 · Hingolicell 4770002842

distance 0.132

#15 · Hingolicell 4770002988

distance 0.139

#16 · Parbhanicell 4890005124

distance 0.142 · cross-district

#17 · Parbhanicell 4890004949

distance 0.148 · cross-district

#18 · Parbhanicell 4890004947

distance 0.149 · 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":4770002995}}}'

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.