Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000410

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000375

distance 0.145

#2 · Parbhanicell 4890000493

distance 0.17

#3 · Laturcell 4810006013

distance 0.184 · cross-district

#4 · Parbhanicell 4890000492

distance 0.185

#5 · Laturcell 4810006075

distance 0.187 · cross-district

#6 · Laturcell 4810006112

distance 0.19 · cross-district

#7 · Parbhanicell 4890000488

distance 0.198

#8 · Parbhanicell 4890000448

distance 0.2

#9 · Chandrapurcell 4730006886

distance 0.207 · cross-district

#10 · Parbhanicell 4890000538

distance 0.211

#11 · Ahmednagarcell 4660006335

distance 0.225 · cross-district

#12 · Parbhanicell 4890000482

distance 0.228

#13 · Nandedcell 4850001147

distance 0.229 · cross-district

#14 · Parbhanicell 4890000408

distance 0.23

#15 · Parbhanicell 4890000839

distance 0.236

#16 · Chandrapurcell 4730006663

distance 0.239 · cross-district

#17 · Laturcell 4810005989

distance 0.24 · cross-district

#18 · Parbhanicell 4890000055

distance 0.241

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":4890000410}}}'

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.