Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003497

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004302

distance 0.252 · cross-district

#2 · Buldhanacell 4720004304

distance 0.259 · cross-district

#3 · Hingolicell 4770000746

distance 0.265

#4 · Buldhanacell 4720003849

distance 0.269 · cross-district

#5 · Amravaticell 4680000534

distance 0.271 · cross-district

#6 · Buldhanacell 4720004154

distance 0.276 · cross-district

#7 · Washimcell 4990000702

distance 0.277 · cross-district

#8 · Hingolicell 4770000537

distance 0.281

#9 · Hingolicell 4770003789

distance 0.288

#10 · Buldhanacell 4720005867

distance 0.29 · cross-district

#11 · Buldhanacell 4720004300

distance 0.29 · cross-district

#12 · Ahmednagarcell 4660013864

distance 0.29 · cross-district

#13 · Hingolicell 4770001935

distance 0.291

#14 · Akolacell 4670003523

distance 0.291 · cross-district

#15 · Hingolicell 4770000644

distance 0.293

#16 · Amravaticell 4680003831

distance 0.293 · cross-district

#17 · Ahmednagarcell 4660013560

distance 0.295 · cross-district

#18 · Amravaticell 4680000317

distance 0.297 · 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":4770003497}}}'

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.