Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003501

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001461

distance 0.175

#2 · Buldhanacell 4720007958

distance 0.213 · cross-district

#3 · Hingolicell 4770002180

distance 0.229

#4 · Hingolicell 4770002384

distance 0.23

#5 · Hingolicell 4770002126

distance 0.235

#6 · Hingolicell 4770002398

distance 0.244

#7 · Parbhanicell 4890005127

distance 0.25 · cross-district

#8 · Amravaticell 4680005463

distance 0.25 · cross-district

#9 · Amravaticell 4680000587

distance 0.253 · cross-district

#10 · Hingolicell 4770003116

distance 0.253

#11 · Hingolicell 4770001232

distance 0.254

#12 · Hingolicell 4770001579

distance 0.256

#13 · Hingolicell 4770000381

distance 0.258

#14 · Hingolicell 4770001808

distance 0.26

#15 · Hingolicell 4770002244

distance 0.261

#16 · Hingolicell 4770000331

distance 0.264

#17 · Hingolicell 4770003508

distance 0.264

#18 · Amravaticell 4680006752

distance 0.266 · 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":4770003501}}}'

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.