Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004618

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004436

distance 0.111

#2 · Parbhanicell 4890005327

distance 0.16

#3 · Parbhanicell 4890004358

distance 0.163

#4 · Buldhanacell 4720007056

distance 0.171 · cross-district

#5 · Jalnacell 4790003842

distance 0.174 · cross-district

#6 · Beedcell 4700004665

distance 0.189 · cross-district

#7 · Parbhanicell 4890004132

distance 0.19

#8 · Buldhanacell 4720004885

distance 0.191 · cross-district

#9 · Dharashivcell 4880000085

distance 0.191 · cross-district

#10 · Parbhanicell 4890004867

distance 0.193

#11 · Beedcell 4700004491

distance 0.199 · cross-district

#12 · Buldhanacell 4720004732

distance 0.201 · cross-district

#13 · Parbhanicell 4890005297

distance 0.205

#14 · Jalnacell 4790001220

distance 0.205 · cross-district

#15 · Buldhanacell 4720006275

distance 0.206 · cross-district

#16 · Buldhanacell 4720007177

distance 0.209 · cross-district

#17 · Amravaticell 4680005276

distance 0.209 · cross-district

#18 · Buldhanacell 4720006174

distance 0.212 · 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":4890004618}}}'

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.