Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002753

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790006501

distance 0.211 · cross-district

#2 · Hingolicell 4770002671

distance 0.215

#3 · Jalnacell 4790006487

distance 0.223 · cross-district

#4 · Jalnacell 4790001282

distance 0.232 · cross-district

#5 · Parbhanicell 4890005417

distance 0.235 · cross-district

#6 · Hingolicell 4770002668

distance 0.242

#7 · Solapurcell 4960010266

distance 0.248 · cross-district

#8 · Nagpurcell 4840004540

distance 0.257 · cross-district

#9 · Hingolicell 4770002826

distance 0.257

#10 · Chhatrapati Sambhajinagarcell 4690005901

distance 0.266 · cross-district

#11 · Hingolicell 4770002890

distance 0.269

#12 · Buldhanacell 4720005244

distance 0.273 · cross-district

#13 · Hingolicell 4770002736

distance 0.274

#14 · Buldhanacell 4720001598

distance 0.276 · cross-district

#15 · Hingolicell 4770002467

distance 0.277

#16 · Buldhanacell 4720005308

distance 0.279 · cross-district

#17 · Sataracell 4940003829

distance 0.279 · cross-district

#18 · Parbhanicell 4890004969

distance 0.281 · 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":4770002753}}}'

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.