Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005102

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005339

distance 0.116

#2 · Parbhanicell 4890004756

distance 0.136

#3 · Jalnacell 4790003780

distance 0.147 · cross-district

#4 · Buldhanacell 4720005974

distance 0.149 · cross-district

#5 · Parbhanicell 4890005141

distance 0.156

#6 · Parbhanicell 4890005473

distance 0.159

#7 · Jalnacell 4790002231

distance 0.161 · cross-district

#8 · Beedcell 4700006698

distance 0.163 · cross-district

#9 · Parbhanicell 4890004987

distance 0.167

#10 · Solapurcell 4960003755

distance 0.168 · cross-district

#11 · Wardhacell 4980001643

distance 0.168 · cross-district

#12 · Parbhanicell 4890004843

distance 0.171

#13 · Solapurcell 4960006817

distance 0.171 · cross-district

#14 · Jalnacell 4790003333

distance 0.177 · cross-district

#15 · Solapurcell 4960002166

distance 0.179 · cross-district

#16 · Amravaticell 4680002798

distance 0.181 · cross-district

#17 · Parbhanicell 4890005445

distance 0.183

#18 · Parbhanicell 4890005455

distance 0.183

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":4890005102}}}'

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.