Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001978

The MH-36 locality cells most similar to this Nanded 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

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005839

distance 0.296 · cross-district

#2 · Jalnacell 4790003629

distance 0.349 · cross-district

#3 · Jalgaoncell 4780004097

distance 0.349 · cross-district

#4 · Beedcell 4700008684

distance 0.355 · cross-district

#5 · Jalnacell 4790003302

distance 0.356 · cross-district

#6 · Laturcell 4810003323

distance 0.36 · cross-district

#7 · Dhulecell 4740000153

distance 0.362 · cross-district

#8 · Nandedcell 4850005370

distance 0.364

#9 · Ahmednagarcell 4660000914

distance 0.368 · cross-district

#10 · Dhulecell 4740001374

distance 0.369 · cross-district

#11 · Jalnacell 4790004133

distance 0.375 · cross-district

#12 · Dhulecell 4740001678

distance 0.383 · cross-district

#13 · Nandedcell 4850001376

distance 0.386

#14 · Beedcell 4700007638

distance 0.395 · cross-district

#15 · Beedcell 4700002357

distance 0.398 · cross-district

#16 · Solapurcell 4960005791

distance 0.402 · cross-district

#17 · Nashikcell 4870012155

distance 0.408 · cross-district

#18 · Ahmednagarcell 4660007641

distance 0.41 · 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":485,"cluster_id":4850001978}}}'

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.