Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003146

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005255

distance 0.205 · cross-district

#2 · Hingolicell 4770003133

distance 0.208

#3 · Akolacell 4670003648

distance 0.214 · cross-district

#4 · Akolacell 4670003573

distance 0.22 · cross-district

#5 · Akolacell 4670003610

distance 0.231 · cross-district

#6 · Hingolicell 4770003131

distance 0.232

#7 · Buldhanacell 4720005726

distance 0.235 · cross-district

#8 · Akolacell 4670003260

distance 0.238 · cross-district

#9 · Amravaticell 4680001889

distance 0.243 · cross-district

#10 · Amravaticell 4680002236

distance 0.246 · cross-district

#11 · Parbhanicell 4890005235

distance 0.247 · cross-district

#12 · Hingolicell 4770003229

distance 0.25

#13 · Amravaticell 4680005905

distance 0.25 · cross-district

#14 · Amravaticell 4680007505

distance 0.251 · cross-district

#15 · Amravaticell 4680001912

distance 0.255 · cross-district

#16 · Akolacell 4670004647

distance 0.256 · cross-district

#17 · Amravaticell 4680002320

distance 0.258 · cross-district

#18 · Akolacell 4670003718

distance 0.26 · 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":4770003146}}}'

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.