Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005257

The MH-36 locality cells most similar to this Beed 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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002935

distance 0.304 · cross-district

#2 · Kolhapurcell 4800004701

distance 0.329 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002380

distance 0.376 · cross-district

#4 · Kolhapurcell 4800004691

distance 0.39 · cross-district

#5 · Solapurcell 4960006454

distance 0.395 · cross-district

#6 · Dhulecell 4740000974

distance 0.403 · cross-district

#7 · Chandrapurcell 4730004415

distance 0.409 · cross-district

#8 · Sanglicell 4930000538

distance 0.412 · cross-district

#9 · Ahmednagarcell 4660004040

distance 0.423 · cross-district

#10 · Kolhapurcell 4800004330

distance 0.426 · cross-district

#11 · Jalgaoncell 4780008206

distance 0.427 · cross-district

#12 · Chandrapurcell 4730003097

distance 0.427 · cross-district

#13 · Kolhapurcell 4800003881

distance 0.433 · cross-district

#14 · Yavatmalcell 5000009660

distance 0.435 · cross-district

#15 · Sanglicell 4930000258

distance 0.442 · cross-district

#16 · Chandrapurcell 4730003116

distance 0.449 · cross-district

#17 · Nagpurcell 4840004396

distance 0.452 · cross-district

#18 · Sanglicell 4930000013

distance 0.459 · 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":470,"cluster_id":4700005257}}}'

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.