Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001210

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003251

distance 0.192 · cross-district

#2 · Amravaticell 4680002011

distance 0.217 · cross-district

#3 · Amravaticell 4680003345

distance 0.224 · cross-district

#4 · Akolacell 4670003934

distance 0.228 · cross-district

#5 · Akolacell 4670003099

distance 0.233 · cross-district

#6 · Parbhanicell 4890004358

distance 0.234 · cross-district

#7 · Akolacell 4670003996

distance 0.249 · cross-district

#8 · Jalgaoncell 4780002583

distance 0.252 · cross-district

#9 · Hingolicell 4770000968

distance 0.254

#10 · Akolacell 4670004231

distance 0.255 · cross-district

#11 · Parbhanicell 4890004618

distance 0.258 · cross-district

#12 · Amravaticell 4680002728

distance 0.259 · cross-district

#13 · Hingolicell 4770001617

distance 0.262

#14 · Parbhanicell 4890005297

distance 0.262 · cross-district

#15 · Buldhanacell 4720006174

distance 0.266 · cross-district

#16 · Amravaticell 4680002375

distance 0.271 · cross-district

#17 · Hingolicell 4770001451

distance 0.272

#18 · Dharashivcell 4880000085

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":4770001210}}}'

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.