Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001413

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001338

distance 0.248

#2 · Parbhanicell 4890001490

distance 0.255

#3 · Jalnacell 4790004019

distance 0.259 · cross-district

#4 · Jalnacell 4790002830

distance 0.262 · cross-district

#5 · Parbhanicell 4890004423

distance 0.263

#6 · Solapurcell 4960003822

distance 0.263 · cross-district

#7 · Solapurcell 4960007073

distance 0.265 · cross-district

#8 · Yavatmalcell 5000001372

distance 0.268 · cross-district

#9 · Jalnacell 4790004020

distance 0.269 · cross-district

#10 · Jalgaoncell 4780005403

distance 0.274 · cross-district

#11 · Dharashivcell 4880001007

distance 0.275 · cross-district

#12 · Beedcell 4700005327

distance 0.277 · cross-district

#13 · Solapurcell 4960002345

distance 0.281 · cross-district

#14 · Solapurcell 4960002653

distance 0.282 · cross-district

#15 · Buldhanacell 4720000576

distance 0.282 · cross-district

#16 · Kolhapurcell 4800004101

distance 0.283 · cross-district

#17 · Dharashivcell 4880002453

distance 0.283 · cross-district

#18 · Wardhacell 4980001075

distance 0.283 · 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":4890001413}}}'

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.