Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003150

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005086

distance 0.202 · cross-district

#2 · Parbhanicell 4890004964

distance 0.212 · cross-district

#3 · Buldhanacell 4720005344

distance 0.215 · cross-district

#4 · Parbhanicell 4890004505

distance 0.226 · cross-district

#5 · Hingolicell 4770002484

distance 0.23

#6 · Buldhanacell 4720003958

distance 0.23 · cross-district

#7 · Hingolicell 4770002834

distance 0.231

#8 · Parbhanicell 4890005123

distance 0.232 · cross-district

#9 · Akolacell 4670002945

distance 0.232 · cross-district

#10 · Amravaticell 4680003837

distance 0.233 · cross-district

#11 · Amravaticell 4680005095

distance 0.234 · cross-district

#12 · Hingolicell 4770003312

distance 0.236

#13 · Hingolicell 4770003319

distance 0.236

#14 · Amravaticell 4680003148

distance 0.238 · cross-district

#15 · Hingolicell 4770002764

distance 0.238

#16 · Parbhanicell 4890004674

distance 0.24 · cross-district

#17 · Hingolicell 4770002757

distance 0.24

#18 · Buldhanacell 4720003554

distance 0.241 · 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":4770003150}}}'

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.