Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004546

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004736

distance 0.175

#2 · Parbhanicell 4890004717

distance 0.182

#3 · Parbhanicell 4890004684

distance 0.216

#4 · Buldhanacell 4720006751

distance 0.224 · cross-district

#5 · Parbhanicell 4890004719

distance 0.228

#6 · Jalnacell 4790001658

distance 0.236 · cross-district

#7 · Parbhanicell 4890004213

distance 0.244

#8 · Parbhanicell 4890001416

distance 0.246

#9 · Hingolicell 4770002916

distance 0.248 · cross-district

#10 · Parbhanicell 4890004357

distance 0.249

#11 · Parbhanicell 4890003985

distance 0.252

#12 · Parbhanicell 4890004451

distance 0.254

#13 · Parbhanicell 4890005389

distance 0.255

#14 · Jalnacell 4790002499

distance 0.255 · cross-district

#15 · Amravaticell 4680002647

distance 0.257 · cross-district

#16 · Buldhanacell 4720005432

distance 0.257 · cross-district

#17 · Buldhanacell 4720006409

distance 0.258 · cross-district

#18 · Parbhanicell 4890004837

distance 0.259

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":4890004546}}}'

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.