Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004635

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001895

distance 0.179 · cross-district

#2 · Buldhanacell 4720003287

distance 0.184 · cross-district

#3 · Jalnacell 4790002401

distance 0.184 · cross-district

#4 · Parbhanicell 4890004708

distance 0.197

#5 · Nagpurcell 4840005915

distance 0.198 · cross-district

#6 · Parbhanicell 4890004815

distance 0.205

#7 · Chhatrapati Sambhajinagarcell 4690000888

distance 0.208 · cross-district

#8 · Jalnacell 4790001595

distance 0.208 · cross-district

#9 · Buldhanacell 4720005385

distance 0.209 · cross-district

#10 · Hingolicell 4770003245

distance 0.211 · cross-district

#11 · Parbhanicell 4890004713

distance 0.212

#12 · Parbhanicell 4890004279

distance 0.212

#13 · Parbhanicell 4890004495

distance 0.213

#14 · Buldhanacell 4720005786

distance 0.217 · cross-district

#15 · Beedcell 4700005709

distance 0.218 · cross-district

#16 · Akolacell 4670000869

distance 0.22 · cross-district

#17 · Parbhanicell 4890005051

distance 0.22

#18 · Hingolicell 4770002271

distance 0.223 · 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":4890004635}}}'

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.