Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000337

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000300

distance 0.088

#2 · Solapurcell 4960012338

distance 0.279 · cross-district

#3 · Beedcell 4700004292

distance 0.297 · cross-district

#4 · Jalnacell 4790001416

distance 0.301 · cross-district

#5 · Solapurcell 4960012288

distance 0.302 · cross-district

#6 · Parbhanicell 4890000338

distance 0.303

#7 · Buldhanacell 4720002657

distance 0.303 · cross-district

#8 · Parbhanicell 4890000258

distance 0.31

#9 · Dharashivcell 4880005911

distance 0.312 · cross-district

#10 · Solapurcell 4960012287

distance 0.316 · cross-district

#11 · Laturcell 4810005700

distance 0.318 · cross-district

#12 · Jalnacell 4790001646

distance 0.325 · cross-district

#13 · Parbhanicell 4890000215

distance 0.325

#14 · Dharashivcell 4880003823

distance 0.329 · cross-district

#15 · Ahmednagarcell 4660011764

distance 0.332 · cross-district

#16 · Beedcell 4700008392

distance 0.334 · cross-district

#17 · Dharashivcell 4880003821

distance 0.337 · cross-district

#18 · Buldhanacell 4720001108

distance 0.338 · 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":4890000337}}}'

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.