Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002841

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002763

distance 0.151

#2 · Hingolicell 4770003162

distance 0.161

#3 · Parbhanicell 4890005055

distance 0.163 · cross-district

#4 · Hingolicell 4770002349

distance 0.169

#5 · Hingolicell 4770003073

distance 0.18

#6 · Parbhanicell 4890005095

distance 0.182 · cross-district

#7 · Buldhanacell 4720007837

distance 0.188 · cross-district

#8 · Hingolicell 4770002415

distance 0.193

#9 · Amravaticell 4680003141

distance 0.2 · cross-district

#10 · Hingolicell 4770002913

distance 0.202

#11 · Buldhanacell 4720005999

distance 0.203 · cross-district

#12 · Amravaticell 4680002138

distance 0.205 · cross-district

#13 · Hingolicell 4770000688

distance 0.207

#14 · Parbhanicell 4890004135

distance 0.208 · cross-district

#15 · Amravaticell 4680001586

distance 0.209 · cross-district

#16 · Amravaticell 4680003430

distance 0.21 · cross-district

#17 · Hingolicell 4770001338

distance 0.213

#18 · Nagpurcell 4840004254

distance 0.213 · 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":4770002841}}}'

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.