Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004171

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002316

distance 0.209 · cross-district

#2 · Buldhanacell 4720000796

distance 0.23 · cross-district

#3 · Solapurcell 4960002053

distance 0.231 · cross-district

#4 · Jalnacell 4790000409

distance 0.233 · cross-district

#5 · Washimcell 4990001090

distance 0.234 · cross-district

#6 · Beedcell 4700005004

distance 0.243 · cross-district

#7 · Parbhanicell 4890004324

distance 0.243

#8 · Jalnacell 4790002255

distance 0.248 · cross-district

#9 · Yavatmalcell 5000010849

distance 0.248 · cross-district

#10 · Solapurcell 4960004114

distance 0.251 · cross-district

#11 · Jalgaoncell 4780003188

distance 0.253 · cross-district

#12 · Solapurcell 4960006685

distance 0.253 · cross-district

#13 · Jalnacell 4790003234

distance 0.253 · cross-district

#14 · Jalnacell 4790006355

distance 0.254 · cross-district

#15 · Solapurcell 4960003979

distance 0.261 · cross-district

#16 · Yavatmalcell 5000002319

distance 0.261 · cross-district

#17 · Solapurcell 4960006822

distance 0.266 · cross-district

#18 · Solapurcell 4960003129

distance 0.267 · 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":4890004171}}}'

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.