Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002678

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

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005290

distance 0.213 · cross-district

#2 · Hingolicell 4770002211

distance 0.222

#3 · Parbhanicell 4890005347

distance 0.226 · cross-district

#4 · Hingolicell 4770002754

distance 0.234

#5 · Hingolicell 4770002611

distance 0.235

#6 · Jalnacell 4790002004

distance 0.241 · cross-district

#7 · Parbhanicell 4890005208

distance 0.241 · cross-district

#8 · Buldhanacell 4720005869

distance 0.241 · cross-district

#9 · Jalnacell 4790003497

distance 0.244 · cross-district

#10 · Hingolicell 4770000861

distance 0.246

#11 · Hingolicell 4770002825

distance 0.248

#12 · Nagpurcell 4840004102

distance 0.253 · cross-district

#13 · Hingolicell 4770002147

distance 0.255

#14 · Buldhanacell 4720005171

distance 0.258 · cross-district

#15 · Buldhanacell 4720005570

distance 0.261 · cross-district

#16 · Hingolicell 4770002278

distance 0.264

#17 · Buldhanacell 4720005615

distance 0.268 · cross-district

#18 · Buldhanacell 4720005645

distance 0.274 · 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":4770002678}}}'

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.