Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002486

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

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003305

distance 0.195

#2 · Washimcell 4990000005

distance 0.206 · cross-district

#3 · Amravaticell 4680007424

distance 0.208 · cross-district

#4 · Hingolicell 4770002916

distance 0.212

#5 · Hingolicell 4770003073

distance 0.224

#6 · Parbhanicell 4890004992

distance 0.245 · cross-district

#7 · Buldhanacell 4720003903

distance 0.25 · cross-district

#8 · Buldhanacell 4720005340

distance 0.252 · cross-district

#9 · Parbhanicell 4890005008

distance 0.253 · cross-district

#10 · Amravaticell 4680009598

distance 0.256 · cross-district

#11 · Amravaticell 4680007266

distance 0.258 · cross-district

#12 · Hingolicell 4770002682

distance 0.259

#13 · Parbhanicell 4890005151

distance 0.259 · cross-district

#14 · Hingolicell 4770002534

distance 0.26

#15 · Amravaticell 4680006507

distance 0.262 · cross-district

#16 · Buldhanacell 4720007941

distance 0.264 · cross-district

#17 · Hingolicell 4770002347

distance 0.265

#18 · Amravaticell 4680006510

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":4770002486}}}'

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.