Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001710

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004477

distance 0.266 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690004794

distance 0.321 · cross-district

#3 · Nandedcell 4850004661

distance 0.331 · cross-district

#4 · Nandedcell 4850004609

distance 0.334 · cross-district

#5 · Nandedcell 4850004542

distance 0.335 · cross-district

#6 · Sataracell 4940003358

distance 0.34 · cross-district

#7 · Nandedcell 4850004677

distance 0.346 · cross-district

#8 · Punecell 4900002798

distance 0.347 · cross-district

#9 · Solapurcell 4960011738

distance 0.35 · cross-district

#10 · Ahmednagarcell 4660007917

distance 0.355 · cross-district

#11 · Chandrapurcell 4730006855

distance 0.356 · cross-district

#12 · Kolhapurcell 4800003750

distance 0.359 · cross-district

#13 · Sataracell 4940000084

distance 0.361 · cross-district

#14 · Beedcell 4700006742

distance 0.363 · cross-district

#15 · Ahmednagarcell 4660008386

distance 0.366 · cross-district

#16 · Ahmednagarcell 4660008530

distance 0.368 · cross-district

#17 · Sanglicell 4930002413

distance 0.372 · cross-district

#18 · Laturcell 4810003601

distance 0.376 · 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":4890001710}}}'

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.