Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000645

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000376

distance 0.239

#2 · Parbhanicell 4890000487

distance 0.242

#3 · Parbhanicell 4890000700

distance 0.25

#4 · Laturcell 4810006009

distance 0.25 · cross-district

#5 · Parbhanicell 4890000592

distance 0.251

#6 · Parbhanicell 4890000651

distance 0.251

#7 · Parbhanicell 4890000707

distance 0.253

#8 · Ahmednagarcell 4660008444

distance 0.254 · cross-district

#9 · Nandedcell 4850003506

distance 0.26 · cross-district

#10 · Laturcell 4810004813

distance 0.261 · cross-district

#11 · Ahmednagarcell 4660006953

distance 0.262 · cross-district

#12 · Laturcell 4810005952

distance 0.264 · cross-district

#13 · Dharashivcell 4880003759

distance 0.265 · cross-district

#14 · Laturcell 4810000219

distance 0.272 · cross-district

#15 · Beedcell 4700003953

distance 0.274 · cross-district

#16 · Parbhanicell 4890000656

distance 0.275

#17 · Ahmednagarcell 4660006817

distance 0.275 · cross-district

#18 · Nandedcell 4850003662

distance 0.276 · 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":4890000645}}}'

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.