Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005442

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.04

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005427

distance 0.04

#2 · Jalnacell 4790002731

distance 0.074 · cross-district

#3 · Jalnacell 4790002232

distance 0.08 · cross-district

#4 · Jalnacell 4790004179

distance 0.09 · cross-district

#5 · Jalnacell 4790003845

distance 0.097 · cross-district

#6 · Jalnacell 4790003664

distance 0.1 · cross-district

#7 · Parbhanicell 4890004938

distance 0.106

#8 · Parbhanicell 4890005141

distance 0.108

#9 · Parbhanicell 4890005300

distance 0.108

#10 · Parbhanicell 4890005367

distance 0.109

#11 · Parbhanicell 4890005455

distance 0.109

#12 · Parbhanicell 4890004896

distance 0.11

#13 · Jalnacell 4790003326

distance 0.111 · cross-district

#14 · Parbhanicell 4890004894

distance 0.117

#15 · Parbhanicell 4890004008

distance 0.117

#16 · Parbhanicell 4890004704

distance 0.12

#17 · Jalnacell 4790003072

distance 0.12 · cross-district

#18 · Parbhanicell 4890004385

distance 0.12

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":4890005442}}}'

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.