Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004515

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001649

distance 0.328 · cross-district

#2 · Jalnacell 4790001495

distance 0.385 · cross-district

#3 · Chandrapurcell 4730007528

distance 0.395 · cross-district

#4 · Ahmednagarcell 4660008234

distance 0.413 · cross-district

#5 · Dharashivcell 4880002437

distance 0.437 · cross-district

#6 · Dharashivcell 4880005945

distance 0.441 · cross-district

#7 · Dharashivcell 4880002492

distance 0.455 · cross-district

#8 · Buldhanacell 4720001308

distance 0.461 · cross-district

#9 · Nagpurcell 4840001656

distance 0.462 · cross-district

#10 · Nagpurcell 4840008581

distance 0.51 · cross-district

#11 · Jalnacell 4790001418

distance 0.513 · cross-district

#12 · Laturcell 4810005227

distance 0.513 · cross-district

#13 · Nagpurcell 4840006727

distance 0.514 · cross-district

#14 · Solapurcell 4960010981

distance 0.522 · cross-district

#15 · Hingolicell 4770002744

distance 0.525 · cross-district

#16 · Beedcell 4700000058

distance 0.527 · cross-district

#17 · Jalnacell 4790001494

distance 0.544 · cross-district

#18 · Chandrapurcell 4730004918

distance 0.546 · 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":4890004515}}}'

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.