Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002143

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005326

distance 0.168 · cross-district

#2 · Parbhanicell 4890005232

distance 0.201 · cross-district

#3 · Hingolicell 4770003376

distance 0.214

#4 · Parbhanicell 4890005201

distance 0.215 · cross-district

#5 · Parbhanicell 4890005205

distance 0.219 · cross-district

#6 · Hingolicell 4770002272

distance 0.222

#7 · Hingolicell 4770003508

distance 0.224

#8 · Parbhanicell 4890005130

distance 0.235 · cross-district

#9 · Parbhanicell 4890005118

distance 0.236 · cross-district

#10 · Parbhanicell 4890005119

distance 0.238 · cross-district

#11 · Parbhanicell 4890005128

distance 0.238 · cross-district

#12 · Hingolicell 4770003450

distance 0.242

#13 · Parbhanicell 4890005266

distance 0.242 · cross-district

#14 · Parbhanicell 4890005162

distance 0.245 · cross-district

#15 · Parbhanicell 4890005198

distance 0.245 · cross-district

#16 · Hingolicell 4770002345

distance 0.248

#17 · Parbhanicell 4890005172

distance 0.249 · cross-district

#18 · Nagpurcell 4840006088

distance 0.25 · 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":4770002143}}}'

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.