Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000338

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000354

distance 0.121

#2 · Nandedcell 4850005395

distance 0.128 · cross-district

#3 · Hingolicell 4770000250

distance 0.134

#4 · Nandedcell 4850006007

distance 0.146 · cross-district

#5 · Hingolicell 4770000056

distance 0.149

#6 · Nandedcell 4850005922

distance 0.15 · cross-district

#7 · Nandedcell 4850006002

distance 0.154 · cross-district

#8 · Nandedcell 4850005846

distance 0.154 · cross-district

#9 · Nandedcell 4850005769

distance 0.154 · cross-district

#10 · Hingolicell 4770000292

distance 0.163

#11 · Nandedcell 4850005118

distance 0.165 · cross-district

#12 · Nandedcell 4850005686

distance 0.166 · cross-district

#13 · Hingolicell 4770000306

distance 0.171

#14 · Nandedcell 4850004723

distance 0.173 · cross-district

#15 · Nandedcell 4850005679

distance 0.176 · cross-district

#16 · Hingolicell 4770000008

distance 0.182

#17 · Nandedcell 4850004790

distance 0.184 · cross-district

#18 · Nandedcell 4850004459

distance 0.185 · 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":4770000338}}}'

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.