Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005457

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003760

distance 0.091 · cross-district

#2 · Jalnacell 4790003321

distance 0.107 · cross-district

#3 · Jalnacell 4790003759

distance 0.115 · cross-district

#4 · Jalnacell 4790003238

distance 0.122 · cross-district

#5 · Jalnacell 4790003322

distance 0.124 · cross-district

#6 · Jalnacell 4790002645

distance 0.126 · cross-district

#7 · Jalnacell 4790002649

distance 0.127 · cross-district

#8 · Parbhanicell 4890004845

distance 0.133

#9 · Jalnacell 4790003237

distance 0.133 · cross-district

#10 · Jalnacell 4790003415

distance 0.134 · cross-district

#11 · Buldhanacell 4720004738

distance 0.139 · cross-district

#12 · Jalnacell 4790003155

distance 0.141 · cross-district

#13 · Parbhanicell 4890005438

distance 0.144

#14 · Buldhanacell 4720004047

distance 0.145 · cross-district

#15 · Buldhanacell 4720004811

distance 0.146 · cross-district

#16 · Buldhanacell 4720004516

distance 0.147 · cross-district

#17 · Jalnacell 4790003762

distance 0.149 · cross-district

#18 · Jalnacell 4790003671

distance 0.15 · 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":4890005457}}}'

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.