Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002913

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005170

distance 0.123 · cross-district

#2 · Hingolicell 4770002763

distance 0.154

#3 · Hingolicell 4770003164

distance 0.155

#4 · Parbhanicell 4890005055

distance 0.164 · cross-district

#5 · Parbhanicell 4890005197

distance 0.189 · cross-district

#6 · Hingolicell 4770003162

distance 0.191

#7 · Amravaticell 4680003430

distance 0.191 · cross-district

#8 · Hingolicell 4770003455

distance 0.193

#9 · Parbhanicell 4890004099

distance 0.193 · cross-district

#10 · Buldhanacell 4720008021

distance 0.195 · cross-district

#11 · Amravaticell 4680003361

distance 0.198 · cross-district

#12 · Hingolicell 4770003318

distance 0.199

#13 · Amravaticell 4680003068

distance 0.2 · cross-district

#14 · Parbhanicell 4890005054

distance 0.201 · cross-district

#15 · Hingolicell 4770002841

distance 0.202

#16 · Hingolicell 4770002415

distance 0.202

#17 · Parbhanicell 4890005221

distance 0.202 · cross-district

#18 · Buldhanacell 4720005198

distance 0.205 · 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":4770002913}}}'

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.