Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004065

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004127

distance 0.076

#2 · Parbhanicell 4890004282

distance 0.102

#3 · Parbhanicell 4890004520

distance 0.132

#4 · Parbhanicell 4890004928

distance 0.135

#5 · Jalnacell 4790004180

distance 0.141 · cross-district

#6 · Parbhanicell 4890004324

distance 0.147

#7 · Buldhanacell 4720005448

distance 0.15 · cross-district

#8 · Jalnacell 4790003095

distance 0.15 · cross-district

#9 · Parbhanicell 4890004337

distance 0.151

#10 · Jalnacell 4790001653

distance 0.151 · cross-district

#11 · Solapurcell 4960004264

distance 0.158 · cross-district

#12 · Parbhanicell 4890001336

distance 0.16

#13 · Jalnacell 4790002553

distance 0.166 · cross-district

#14 · Jalnacell 4790002316

distance 0.166 · cross-district

#15 · Beedcell 4700005732

distance 0.168 · cross-district

#16 · Jalnacell 4790001705

distance 0.17 · cross-district

#17 · Parbhanicell 4890005392

distance 0.172

#18 · Parbhanicell 4890002420

distance 0.173

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":4890004065}}}'

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.