Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005397

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005375

distance 0.201

#2 · Nagpurcell 4840003548

distance 0.222 · cross-district

#3 · Parbhanicell 4890005398

distance 0.233

#4 · Akolacell 4670004663

distance 0.236 · cross-district

#5 · Nagpurcell 4840005700

distance 0.237 · cross-district

#6 · Parbhanicell 4890005173

distance 0.244

#7 · Nagpurcell 4840007520

distance 0.245 · cross-district

#8 · Buldhanacell 4720008024

distance 0.246 · cross-district

#9 · Parbhanicell 4890005205

distance 0.247

#10 · Parbhanicell 4890005425

distance 0.248

#11 · Jalnacell 4790000445

distance 0.256 · cross-district

#12 · Nagpurcell 4840003546

distance 0.256 · cross-district

#13 · Nagpurcell 4840004810

distance 0.259 · cross-district

#14 · Nagpurcell 4840002095

distance 0.259 · cross-district

#15 · Parbhanicell 4890005176

distance 0.261

#16 · Jalnacell 4790001823

distance 0.261 · cross-district

#17 · Parbhanicell 4890005149

distance 0.261

#18 · Jalnacell 4790001133

distance 0.262 · 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":4890005397}}}'

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.