Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000258

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001662

distance 0.204 · cross-district

#2 · Parbhanicell 4890000338

distance 0.217

#3 · Ahmednagarcell 4660010301

distance 0.217 · cross-district

#4 · Laturcell 4810005700

distance 0.218 · cross-district

#5 · Dharashivcell 4880005911

distance 0.226 · cross-district

#6 · Beedcell 4700007070

distance 0.234 · cross-district

#7 · Dharashivcell 4880002190

distance 0.242 · cross-district

#8 · Nandedcell 4850002626

distance 0.242 · cross-district

#9 · Beedcell 4700007256

distance 0.247 · cross-district

#10 · Jalnacell 4790000967

distance 0.247 · cross-district

#11 · Beedcell 4700007443

distance 0.248 · cross-district

#12 · Laturcell 4810000864

distance 0.253 · cross-district

#13 · Buldhanacell 4720002809

distance 0.253 · cross-district

#14 · Jalnacell 4790000423

distance 0.254 · cross-district

#15 · Laturcell 4810006108

distance 0.258 · cross-district

#16 · Laturcell 4810006109

distance 0.259 · cross-district

#17 · Laturcell 4810000944

distance 0.259 · cross-district

#18 · Nandedcell 4850001321

distance 0.259 · 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":4890000258}}}'

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.