Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005008

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000005

distance 0.196 · cross-district

#2 · Parbhanicell 4890005051

distance 0.198

#3 · Hingolicell 4770002271

distance 0.207 · cross-district

#4 · Parbhanicell 4890005260

distance 0.226

#5 · Hingolicell 4770003245

distance 0.23 · cross-district

#6 · Parbhanicell 4890004635

distance 0.233

#7 · Parbhanicell 4890005415

distance 0.235

#8 · Hingolicell 4770001870

distance 0.242 · cross-district

#9 · Parbhanicell 4890005160

distance 0.242

#10 · Buldhanacell 4720008237

distance 0.248 · cross-district

#11 · Hingolicell 4770001931

distance 0.251 · cross-district

#12 · Amravaticell 4680009782

distance 0.251 · cross-district

#13 · Akolacell 4670003262

distance 0.251 · cross-district

#14 · Hingolicell 4770002347

distance 0.252 · cross-district

#15 · Jalnacell 4790006636

distance 0.252 · cross-district

#16 · Amravaticell 4680007719

distance 0.252 · cross-district

#17 · Hingolicell 4770002486

distance 0.253 · cross-district

#18 · Parbhanicell 4890005151

distance 0.254

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":4890005008}}}'

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.