Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004222

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004786

distance 0.11

#2 · Jalnacell 4790003674

distance 0.112 · cross-district

#3 · Beedcell 4700006292

distance 0.135 · cross-district

#4 · Parbhanicell 4890003991

distance 0.141

#5 · Parbhanicell 4890004178

distance 0.141

#6 · Parbhanicell 4890005467

distance 0.144

#7 · Jalnacell 4790002748

distance 0.149 · cross-district

#8 · Solapurcell 4960007358

distance 0.152 · cross-district

#9 · Jalnacell 4790003581

distance 0.155 · cross-district

#10 · Buldhanacell 4720005447

distance 0.155 · cross-district

#11 · Buldhanacell 4720005603

distance 0.156 · cross-district

#12 · Parbhanicell 4890004307

distance 0.157

#13 · Jalnacell 4790002906

distance 0.16 · cross-district

#14 · Parbhanicell 4890003623

distance 0.16

#15 · Solapurcell 4960007613

distance 0.162 · cross-district

#16 · Solapurcell 4960001343

distance 0.162 · cross-district

#17 · Solapurcell 4960006159

distance 0.165 · cross-district

#18 · Beedcell 4700008347

distance 0.166 · 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":4890004222}}}'

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.