Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004718

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004505

distance 0.133

#2 · Jalnacell 4790003927

distance 0.135 · cross-district

#3 · Parbhanicell 4890004506

distance 0.165

#4 · Jalgaoncell 4780002986

distance 0.176 · cross-district

#5 · Jalnacell 4790003578

distance 0.187 · cross-district

#6 · Buldhanacell 4720004363

distance 0.191 · cross-district

#7 · Parbhanicell 4890004604

distance 0.193

#8 · Jalnacell 4790001294

distance 0.199 · cross-district

#9 · Amravaticell 4680004311

distance 0.202 · cross-district

#10 · Parbhanicell 4890004580

distance 0.206

#11 · Buldhanacell 4720005076

distance 0.208 · cross-district

#12 · Buldhanacell 4720006291

distance 0.209 · cross-district

#13 · Amravaticell 4680003731

distance 0.211 · cross-district

#14 · Buldhanacell 4720006292

distance 0.217 · cross-district

#15 · Parbhanicell 4890003835

distance 0.218

#16 · Parbhanicell 4890003697

distance 0.22

#17 · Buldhanacell 4720003579

distance 0.222 · cross-district

#18 · Buldhanacell 4720003957

distance 0.222 · 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":4890004718}}}'

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.