Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004324

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001659

distance 0.137 · cross-district

#2 · Parbhanicell 4890004065

distance 0.147

#3 · Parbhanicell 4890000793

distance 0.166

#4 · Jalnacell 4790003775

distance 0.167 · cross-district

#5 · Parbhanicell 4890004127

distance 0.178

#6 · Jalnacell 4790002316

distance 0.187 · cross-district

#7 · Solapurcell 4960004114

distance 0.194 · cross-district

#8 · Parbhanicell 4890004132

distance 0.196

#9 · Jalnacell 4790003095

distance 0.196 · cross-district

#10 · Solapurcell 4960002053

distance 0.196 · cross-district

#11 · Jalnacell 4790000529

distance 0.196 · cross-district

#12 · Parbhanicell 4890003896

distance 0.198

#13 · Solapurcell 4960004264

distance 0.199 · cross-district

#14 · Parbhanicell 4890003773

distance 0.209

#15 · Parbhanicell 4890001417

distance 0.209

#16 · Parbhanicell 4890004282

distance 0.211

#17 · Parbhanicell 4890003256

distance 0.211

#18 · Buldhanacell 4720005448

distance 0.212 · 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":4890004324}}}'

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.