Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004352

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004211

distance 0.223 · cross-district

#2 · Akolacell 4670004341

distance 0.251 · cross-district

#3 · Buldhanacell 4720007871

distance 0.265 · cross-district

#4 · Parbhanicell 4890004462

distance 0.268

#5 · Buldhanacell 4720004121

distance 0.273 · cross-district

#6 · Amravaticell 4680000442

distance 0.284 · cross-district

#7 · Buldhanacell 4720005770

distance 0.29 · cross-district

#8 · Buldhanacell 4720004002

distance 0.304 · cross-district

#9 · Buldhanacell 4720005466

distance 0.306 · cross-district

#10 · Akolacell 4670004165

distance 0.307 · cross-district

#11 · Akolacell 4670003597

distance 0.307 · cross-district

#12 · Buldhanacell 4720007447

distance 0.307 · cross-district

#13 · Jalgaoncell 4780005083

distance 0.31 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002164

distance 0.314 · cross-district

#15 · Nagpurcell 4840000603

distance 0.321 · cross-district

#16 · Buldhanacell 4720006676

distance 0.321 · cross-district

#17 · Nagpurcell 4840006792

distance 0.322 · cross-district

#18 · Wardhacell 4980004682

distance 0.322 · 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":4890004352}}}'

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.