Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005370

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005395

distance 0.089

#2 · Hingolicell 4770002407

distance 0.113 · cross-district

#3 · Parbhanicell 4890005314

distance 0.117

#4 · Parbhanicell 4890005223

distance 0.123

#5 · Hingolicell 4770003060

distance 0.154 · cross-district

#6 · Hingolicell 4770003381

distance 0.156 · cross-district

#7 · Hingolicell 4770003067

distance 0.163 · cross-district

#8 · Amravaticell 4680003846

distance 0.169 · cross-district

#9 · Hingolicell 4770003321

distance 0.176 · cross-district

#10 · Amravaticell 4680003431

distance 0.178 · cross-district

#11 · Amravaticell 4680003533

distance 0.179 · cross-district

#12 · Amravaticell 4680004410

distance 0.184 · cross-district

#13 · Amravaticell 4680003239

distance 0.186 · cross-district

#14 · Hingolicell 4770003153

distance 0.187 · cross-district

#15 · Amravaticell 4680004120

distance 0.189 · cross-district

#16 · Amravaticell 4680002943

distance 0.189 · cross-district

#17 · Buldhanacell 4720007536

distance 0.19 · cross-district

#18 · Amravaticell 4680002425

distance 0.191 · 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":4890005370}}}'

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.