Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005352

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002744

distance 0.225 · cross-district

#2 · Nagpurcell 4840001401

distance 0.346 · cross-district

#3 · Solapurcell 4960010419

distance 0.407 · cross-district

#4 · Jalnacell 4790001495

distance 0.423 · cross-district

#5 · Solapurcell 4960009367

distance 0.431 · cross-district

#6 · Nagpurcell 4840001400

distance 0.443 · cross-district

#7 · Nagpurcell 4840007921

distance 0.461 · cross-district

#8 · Sataracell 4940003959

distance 0.482 · cross-district

#9 · Jalnacell 4790001347

distance 0.495 · cross-district

#10 · Jalnacell 4790001569

distance 0.501 · cross-district

#11 · Nagpurcell 4840008581

distance 0.504 · cross-district

#12 · Buldhanacell 4720001362

distance 0.511 · cross-district

#13 · Chandrapurcell 4730005504

distance 0.525 · cross-district

#14 · Ahmednagarcell 4660008234

distance 0.534 · cross-district

#15 · Sataracell 4940002357

distance 0.543 · cross-district

#16 · Sataracell 4940003838

distance 0.563 · cross-district

#17 · Solapurcell 4960009368

distance 0.568 · cross-district

#18 · Chandrapurcell 4730007528

distance 0.572 · 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":4890005352}}}'

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.