Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004480

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.469

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003882

distance 0.469 · cross-district

#2 · Jalgaoncell 4780005935

distance 0.509 · cross-district

#3 · Sataracell 4940006853

distance 0.551 · cross-district

#4 · Jalgaoncell 4780000181

distance 0.584 · cross-district

#5 · Dhulecell 4740002777

distance 0.683 · cross-district

#6 · Nagpurcell 4840005546

distance 0.708 · cross-district

#7 · Dhulecell 4740002972

distance 0.712 · cross-district

#8 · Dhulecell 4740002685

distance 0.733 · cross-district

#9 · Jalgaoncell 4780000153

distance 0.735 · cross-district

#10 · Sataracell 4940003249

distance 0.752 · cross-district

#11 · Dhulecell 4740003098

distance 0.762 · cross-district

#12 · Dhulecell 4740003056

distance 0.769 · cross-district

#13 · Nagpurcell 4840003094

distance 0.772 · cross-district

#14 · Jalgaoncell 4780000207

distance 0.784 · cross-district

#15 · Solapurcell 4960003134

distance 0.795 · cross-district

#16 · Solapurcell 4960004196

distance 0.8 · cross-district

#17 · Nashikcell 4870004538

distance 0.805 · cross-district

#18 · Ahmednagarcell 4660013492

distance 0.811 · 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":4700004480}}}'

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.