Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002984

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007983

distance 0.192 · cross-district

#2 · Parbhanicell 4890003555

distance 0.193

#3 · Jalnacell 4790000839

distance 0.193 · cross-district

#4 · Beedcell 4700005872

distance 0.195 · cross-district

#5 · Solapurcell 4960001330

distance 0.201 · cross-district

#6 · Buldhanacell 4720000659

distance 0.201 · cross-district

#7 · Solapurcell 4960001216

distance 0.202 · cross-district

#8 · Solapurcell 4960003005

distance 0.203 · cross-district

#9 · Solapurcell 4960006295

distance 0.211 · cross-district

#10 · Beedcell 4700002068

distance 0.212 · cross-district

#11 · Jalnacell 4790000767

distance 0.213 · cross-district

#12 · Beedcell 4700000759

distance 0.214 · cross-district

#13 · Beedcell 4700002075

distance 0.215 · cross-district

#14 · Solapurcell 4960006568

distance 0.215 · cross-district

#15 · Parbhanicell 4890002726

distance 0.215

#16 · Parbhanicell 4890002554

distance 0.215

#17 · Parbhanicell 4890002183

distance 0.215

#18 · Solapurcell 4960006594

distance 0.215 · 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":4890002984}}}'

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.