Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004863

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004990

distance 0.142

#2 · Buldhanacell 4720005519

distance 0.147 · cross-district

#3 · Parbhanicell 4890005148

distance 0.153

#4 · Parbhanicell 4890005150

distance 0.164

#5 · Jalnacell 4790003500

distance 0.164 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001292

distance 0.166 · cross-district

#7 · Wardhacell 4980003526

distance 0.168 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001034

distance 0.168 · cross-district

#9 · Parbhanicell 4890004220

distance 0.169

#10 · Parbhanicell 4890005382

distance 0.173

#11 · Parbhanicell 4890004843

distance 0.176

#12 · Parbhanicell 4890005326

distance 0.176

#13 · Parbhanicell 4890004707

distance 0.176

#14 · Beedcell 4700005873

distance 0.176 · cross-district

#15 · Wardhacell 4980003465

distance 0.177 · cross-district

#16 · Parbhanicell 4890004796

distance 0.177

#17 · Jalnacell 4790002911

distance 0.178 · cross-district

#18 · Jalnacell 4790002404

distance 0.179 · 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":4890004863}}}'

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.