Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001179

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001441

distance 0.121

#2 · Parbhanicell 4890001586

distance 0.169

#3 · Hingolicell 4770000119

distance 0.191 · cross-district

#4 · Hingolicell 4770000176

distance 0.203 · cross-district

#5 · Beedcell 4700006026

distance 0.206 · cross-district

#6 · Beedcell 4700008831

distance 0.207 · cross-district

#7 · Parbhanicell 4890000350

distance 0.207

#8 · Buldhanacell 4720002554

distance 0.211 · cross-district

#9 · Jalnacell 4790003996

distance 0.213 · cross-district

#10 · Beedcell 4700004809

distance 0.216 · cross-district

#11 · Laturcell 4810006117

distance 0.216 · cross-district

#12 · Beedcell 4700006321

distance 0.223 · cross-district

#13 · Parbhanicell 4890000483

distance 0.225

#14 · Parbhanicell 4890001617

distance 0.228

#15 · Jalnacell 4790001199

distance 0.229 · cross-district

#16 · Jalnacell 4790003134

distance 0.229 · cross-district

#17 · Laturcell 4810005693

distance 0.229 · cross-district

#18 · Nandedcell 4850005463

distance 0.236 · 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":4890001179}}}'

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.