Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005123

The MH-36 locality cells most similar to this Parbhani 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

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002760

distance 0.081 · cross-district

#2 · Parbhanicell 4890004490

distance 0.148

#3 · Hingolicell 4770003148

distance 0.172 · cross-district

#4 · Parbhanicell 4890005041

distance 0.192

#5 · Parbhanicell 4890004293

distance 0.194

#6 · Hingolicell 4770003155

distance 0.196 · cross-district

#7 · Hingolicell 4770002919

distance 0.197 · cross-district

#8 · Amravaticell 4680007720

distance 0.201 · cross-district

#9 · Amravaticell 4680009783

distance 0.204 · cross-district

#10 · Nagpurcell 4840005668

distance 0.204 · cross-district

#11 · Nagpurcell 4840005156

distance 0.206 · cross-district

#12 · Nagpurcell 4840004894

distance 0.211 · cross-district

#13 · Buldhanacell 4720007140

distance 0.211 · cross-district

#14 · Buldhanacell 4720005274

distance 0.216 · cross-district

#15 · Amravaticell 4680008104

distance 0.216 · cross-district

#16 · Parbhanicell 4890005086

distance 0.217

#17 · Parbhanicell 4890005044

distance 0.218

#18 · Amravaticell 4680006369

distance 0.22 · 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":489,"cluster_id":4890005123}}}'

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.